A differentiated data asset can gain value as AI customers need reliable external information. Q2 revenue grew 9%, NRR reached 100%, and large multi-year contracts improved visibility. The central debate is whether these wins produce sustained growth and pricing power while the application business stabilizes. A few large data contracts can improve results while increasing concentration and renewal risk.

What the Market May Be Mispricing

Debate	Research judgment
Enterprise retention and AI data renewals	A differentiated data asset can gain value as AI customers need reliable external information.
Data quality, access and legal durability	NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.
Economic profitability after compensation	Q2 revenue was $77.2 million and normalized FCF $8.7 million.

Similarweb sells digital intelligence, competitive analytics and data products to businesses, investors and technology customers. Subscription applications serve sales, marketing and research workflows, while data licensing and AI-related demand can create larger contracts. The value depends on the breadth, quality, legality and ongoing availability of its underlying data, not simply the number of websites or apps observed.

Business Takeaway

Similarweb sells digital intelligence, competitive analytics and data products to businesses, investors and technology customers. NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.

Digital measurement and AI data licensing offer opportunities, but competition and changes in internet access, privacy rules and platform policies can alter data supply. Broad AI spending is not a direct TAM for Similarweb's products. Contracted demand and data quality are more useful evidence.

Market-Share Analysis

Comparable same-definition share data for the subject and its principal rivals were not established. TAM estimates and company-specific volume measures are not treated as directly comparable market shares. The positioning analysis below is more reliable than a table of unmatched percentages.

Competitive Scale / Position

Company / Platform	Primary Position	Relative Scale	Growth Direction	Investment Relevance
Sensor Tower (private)	Direct segment: app/digital-market intelligence	Product scope; no matched operating-scale series	Competes for digital-research budgets	Customer choice in the stated segment only
Semrush	Direct segment: competitive traffic/search intelligence	Product scope; no matched operating-scale series	Competes in traffic and marketing analytics	Customer choice in the stated segment only
Comscore (SCOR)	Direct segment: digital audience measurement	Product scope; no matched operating-scale series	Competes for audience-intelligence spending	Customer choice in the stated segment only

Industry Takeaway

Contracted demand and data quality are more useful evidence. The base case requires evidence of profitable adoption within that market.

Competitive Landscape

Digital traffic, app usage and audience-intelligence tools are the relevant peers. Doximity’s physician network and Zeta’s campaign-activation platform are excluded as weak software analogies.

Competitor	Market Share	Positioning	Advantages vs. Company	Disadvantages vs. Company	Current Direction
Sensor Tower (private)	No consistent comparable series	Direct segment: app/digital-market intelligence	App usage and advertising data products	Coverage and methodology differ from Similarweb web intelligence	Competes for digital-research budgets
Semrush	No consistent comparable series	Direct segment: competitive traffic/search intelligence	Search-marketing workflow distribution	Not equivalent to every enterprise data-licensing use case	Competes in traffic and marketing analytics
Comscore (SCOR)	No consistent comparable series	Direct segment: digital audience measurement	Established audience-measurement relationships	Measurement methodology and customer mix differ	Competes for audience-intelligence spending

Moat Assessment

Proprietary collection, processing and longitudinal datasets create a moderate moat if coverage remains differentiated. Competing data vendors, first-party analytics and platform restrictions are continuing threats. Data access and lawful use are part of the economic moat.

Moat direction: Stable — an analytical judgment about product and distribution economics, not a measured market-share claim.

Competitive Takeaway

Proprietary collection, processing and longitudinal datasets create a moderate moat if coverage remains differentiated. The direct rivals determine commercial pressure; diversified or sector anchors provide valuation context and are not substitutes for direct competition.

Historical Financials

Standardized period history (reviewed 2026-11-07): Completed issuer fiscal years only, plus actually disclosed standalone quarters and cumulative YTD for the latest open FY. Currency USD, flows in millions, with fiscal dates defined by the issuer. Values marked derived come from disclosed period differences/sums, not TTM. Missing = N/D (not zero). FCF includes purchases of property/equipment and capitalized internal software. Q1 standalone figures are derived H1 less Q2; negative FCF cannot support a meaningful SBC/FCF percentage.

Period	Revenue	Growth	Gross Margin	Operating Margin	FCF	FCF Margin	SBC	Diluted Shares	Cash	Debt
FY2024	249.91	14.63%	78.07%	-3.87%	28.74	11.50%	17.62	81	63.87	39.73
FY2025	282.6	13.08%	79.55%	-8.34%	13.15	4.66%	21.24	85	72.42	43.3
Q1 FY2026	$73.878M (derived from disclosed periods)	N/D	79.4%	-6.0%	−$0.308M (derived from disclosed periods)	-0.4%	$4.676M (derived from disclosed periods)	N/D	N/D	N/D
Q2 FY2026	$77.186M	N/D	80.7%	1.0%	$8.718M	11.3%	$4.469M	N/D	N/D	N/D
H1 FY2026	$151.064M	N/D	80.1%	-2.4%	$8.41M	5.6%	$9.145M	N/D	N/D	N/D

Financial Takeaways

Q2 revenue was $77.2 million and normalized FCF $8.7 million. TTM standardized FCF of $14.9 million was below SBC of $18.4 million. The model uses sustainable diluted earnings after compensation and data costs. Positive adjusted cash flow does not yet establish a mature owner-earnings franchise.

Financial direction: Improving — assess the reported trend alongside dilution and the balance sheet.

Current Valuation

Metric	Value
Price Snapshot	$8.75 — 2026-11-03 regular-session close, America/New_York
Market Capitalization	$788.06M
Enterprise Value	$759.88M
Trailing P/E	n/a
Provider forward P/E	31.14
EV / Sales	2.57

Comparable Company Analysis

Company	Relevance	Public / Private	Forward P/E	EV / Sales	Growth / Margin / Risk Context
SMWB — Similarweb Ltd.	Subject company	Public	31.14	2.57	digital intelligence and data; 3Y revenue-growth estimate 11.80%; operating margin -4.50%
Sensor Tower	Direct operating competitor / substitute	Private	N/A	N/A	digital usage and market-intelligence data; no compatible standalone public multiple used
Semrush	Direct segment: competitive traffic/search intelligence	Mixed / standalone valuation not used	N/D — no matched snapshot collected	N/D — no matched snapshot collected	Competes in traffic and marketing analytics
Comscore (SCOR)	Direct segment: digital audience measurement	Public	N/D — no matched snapshot collected	N/D — no matched snapshot collected	Competes for audience-intelligence spending

Comparable takeaway: Digital traffic, app usage and audience-intelligence tools are the relevant peers. Doximity’s physician network and Zeta’s campaign-activation platform are excluded as weak software analogies. Quoted multiples retain their original dated snapshot; missing matched multiples are not estimated. Consolidated parent multiples do not isolate the competing product. No mechanical peer average is used.

The base terminal P/E is 22×, versus the provider's current forward P/E of 31.14×. Holding that quoted multiple constant on this model's 2029 EPS gives an illustrative present value of $8.41, versus the central base FV of $5.94. Earnings definitions differ, so this is a sensitivity check; it makes the dependence on a rerating or derating explicit.

Valuation Scenarios

Scenario	Key Assumptions	Fair Value	Probability	Probability Rationale	Return From Price Snapshot
Bear	3Y revenue CAGR 2%; sustainable 2029 EPS $0.10 after compensation; 14× P/E; 14% discount rate; Application weakness and contract concentration limit 2029 economic EPS to $0.10.	$0.94	30%	Execution, financing or competitive setbacks remain credible	-89.3%
Base	3Y revenue CAGR 15%; sustainable 2029 EPS $0.40 after compensation; 22× P/E; 14% discount rate; Data licensing and stable retention produce $0.40 of 2029 economic EPS.	$5.94	50%	Most likely operating trajectory, requiring measurable progress	-32.1%
Bull	3Y revenue CAGR 28%; sustainable 2029 EPS $0.85 after compensation; 28× P/E; 14% discount rate; Strong recurring AI demand and operating leverage produce $0.85 of 2029 economic EPS.	$16.06	20%	Successful product conversion and operating leverage; not assured	+83.5%
Probability-Weighted	Sum of each scenario value × its probability	$6.46	100%	Judgmental scenario probabilities	-26.2%

Valuation Takeaway

• Primary valuation method: Present value of sustainable 2029 equity earnings × scenario P/E, plus assumed interim dividends. The three-year discount horizon approximates late-2029 earning power.
• Cross-check methods: Direct competition, quoted peer multiples, current cash conversion, and the separate revenue/share/net-margin bridge in the valuation workpaper.
• Key valuation dependencies: Enterprise retention and AI data renewals; Data quality, access and legal durability; Economic profitability after compensation. All forward figures are independent research assumptions, not company guidance or consensus.
• Valuation confidence / Risk Level: 43/100 / High. Scenario values are sensitive to sustainable earnings and terminal multiples.
• Margin-of-safety conclusion: Avoid at $8.93. New-file boundaries use Strong Buy = min(P/W FV ÷ 1.5, 1.1 × bear FV), Buy upper = P/W FV ÷ 1.25, Avoid above = P/W FV ÷ 0.90. Returns are to present fair value, not annualized returns or price targets for a particular date.

Management has improved profitability and enterprise contracting. It should demonstrate durable renewals and cash realization from AI-related wins while avoiding dependence on a small set of customers. Monitor capital allocation and the cost of maintaining differentiated data supply.

Management Takeaway

Monitor capital allocation and the cost of maintaining differentiated data supply.

Analyzed call: Q2 2026, complete material Q&A · Research snapshot: 2026-10-21

The table consolidates related questions and follow-ups from each material participant in the complete call.

Analyst / Firm	Core Question	Management Response	Research Read-Through
Raimo Lenschow / Barclays	What is driving large enterprise contracts?	Management said it is expanding existing strategic relationships.	Confirm that this opportunity converts into profitable recurring demand.
Ken Wong / Oppenheimer & Co	How does the enterprise team affect the retention outlook?	Management said a dedicated team is targeting larger commitments.	Treat the stated timetable as conditional on demonstrated execution.
Arjun Bhatia / William Blair & Company	What is the status of the delayed AI deal?	Management said one large opportunity remains unsigned.	Confirm that this opportunity converts into profitable recurring demand.
Kincaid LaCorte / Citizens	What supports the size of enterprise contracts?	Management said multiple use cases support deal size.	Confirm that this opportunity converts into profitable recurring demand.
Scott Berg / Needham	Are the large contracts recurring or primarily upfront transactions?	Management said the contracts are predominantly recurring rather than one-off transactions.	Confirm that this opportunity converts into profitable recurring demand.
Lucas Horton / Northland Securities	What evidence supports enterprise momentum?	Management reported record net-new ARR and a recovery in retention.	Confirm that this opportunity converts into profitable recurring demand.

Analyst-Q&A Takeaway

Strategic contracts support recurring revenue and improved retention, but one large AI deal remains unsigned. Multi-year contract value must not be mistaken for annual revenue or immediate cash profit.

Source	Type	Date / Period	What It Supports
Similarweb Announces Second Quarter 2026 Results :: Similarweb Ltd. (SMWB)	Company IR / earnings filing	Q2 2026	Latest operating results, guidance, products and financial supplement
SMWB complete earnings-call transcript	Transcript	Q2 2026	Prepared remarks and all material Q&A exchanges
SMWB regular-session historical price	Market data	2026-10-20 close	Common price used in returns, scores and zones
SMWB valuation statistics	Market data	2026-10-20 close; ratios retrieved 2026-10-21	Market capitalization, shares, quoted multiples and current ratios
SMWB historical income statement	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical income statement; source-native currency and definitions
SMWB historical balance sheet	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical balance sheet; source-native currency and definitions
SMWB historical cash flows	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical cash flows; source-native currency and definitions
Zeta Global Holdings Corp. statistics	Comparable-company market data	2026-10-20 regular close	Peer multiples and financial context; public quote basis
2025 20-F — digital intelligence markets and competition	Regulatory filing / primary product evidence	FY2025; checked 2026-10-28	Digital intelligence applications, customer alternatives and data limitations
Sensor Tower digital intelligence	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	App, advertising and audience intelligence competitor
Semrush website traffic intelligence	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	Competitive traffic estimates and market analytics overlap
Comscore digital audience products	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	Digital-audience measurement competitor
Issuer interim earnings / primary filing — SMWB	Issuer IR / regulatory exhibit	Current fiscal period through 2026-11-07	Standalone period, SBC/FCF and financial definition provenance

Research context

• Company: Similarweb Ltd.

• Ticker: SMWB

• Exchange: NYSE

• Sector / Industry: Technology / digital intelligence and data

• Template version: 2.7

• Research date: 2026-10-21

• Valuation / score price snapshot: $8.75 — 2026-11-03 regular-session close, America/New_York

• Tracking tier: Primary Watchlist

• Owned: Yes

• Primary operating period reviewed: Q2 2026

• Historical period reviewed: completed FY2024-FY2025; Q1 FY2026, Q2 FY2026, H1 FY2026

• Latest investor presentation reviewed: Results release and associated financial tables; no separate slide deck materially used

• Latest earnings call reviewed: Q2 2026, complete material Q&A

• Latest post-earnings management commentary reviewed: No separate later management presentation incorporated

• Price snapshot date: 2026-11-03

• Price snapshot time / timezone: Regular-session close, America/New_York (including exchange half-days)

• Competitor / analyst-Q&A audit: 2026-10-28; original operating, price and valuation snapshots retained.

SMWB — Similarweb Ltd.

Company & Research Metadata

• Company: Similarweb Ltd.

• Ticker: SMWB

• Exchange: NYSE

• Sector / Industry: Technology / digital intelligence and data

• Template version: 2.7

• Research date: 2026-10-21

• Valuation / score price snapshot: $8.75 — 2026-11-03 regular-session close, America/New_York

• Tracking tier: Primary Watchlist

• Owned: Yes

• Primary operating period reviewed: Q2 2026

• Historical period reviewed: completed FY2024-FY2025; Q1 FY2026, Q2 FY2026, H1 FY2026

• Latest investor presentation reviewed: Results release and associated financial tables; no separate slide deck materially used

• Latest earnings call reviewed: Q2 2026, complete material Q&A

• Latest post-earnings management commentary reviewed: No separate later management presentation incorporated

• Price snapshot date: 2026-11-03

• Price snapshot time / timezone: Regular-session close, America/New_York (including exchange half-days)

• Competitor / analyst-Q&A audit: 2026-10-28; original operating, price and valuation snapshots retained.

What's Changed Since Previous Review

Current Review: 2026-10-28

Previous Review: 2026-10-21

Update Trigger: Competitor relevance and analyst-Q&A correction

Area	Previous View	Current View	Investment Impact
Competition	Preceding operating and comparable-company classifications	Product/customer/geographic boundaries corrected; direct rivals separated from substitutes, partners and valuation anchors	Corrects the competitive comparison; does not by itself re-underwrite the valuation
Analyst questions	Prior source-linked Q&A summaries	Complete questions and sentence-form management answers; all 6 existing rows retained	Improves readability while preserving the recorded exchange meaning
Valuation and scores	Approved operating/price snapshots, scenarios, scores and decisions	Preserved	No price refresh, rerank or change to valuation assumptions in this correction pass

Thesis: No new fundamental thesis determination is made in this correction pass. The prior investment decision is preserved; the corrected competitive scope should govern the next substantive review.

Investment Snapshot

Metric	Current View
Price Snapshot	$8.75 — 2026-11-03 regular-session close, America/New_York
Rating / Zone Status	Avoid
Bear / Base / Bull Fair Value	$0.94 / $5.94 / $16.06
Scenario Probabilities	30% / 50% / 20%
Probability-Weighted Fair Value	$6.46
Probability-Weighted Expected Return	-26.2%
Bear-Case Return	-89.3%
Strong Buy Zone	≤ $1.03
Buy Zone	>$1.03–$5.17
Avoid Chasing Above	> $7.18
Quality Score / Tier	66.1 / Tier B
Opportunity Score / Rank	26.3 / #70 of 76
Risk Level	High
Tracking / Ownership	Primary Watchlist / Owned

Decision rationale: SMWB is Avoid at $8.93, with -27.7% probability-weighted upside and -89.5% bear-case return. A differentiated data asset can gain value as AI customers need reliable external information. Confidence is 43/100 because the earnings conversion, competitive and capital assumptions below remain conditional.

Investment Thesis

A differentiated data asset can gain value as AI customers need reliable external information. Q2 revenue grew 9%, NRR reached 100%, and large multi-year contracts improved visibility. The central debate is whether these wins produce sustained growth and pricing power while the application business stabilizes. A few large data contracts can improve results while increasing concentration and renewal risk.

What the Market May Be Mispricing

Debate	Research judgment
Enterprise retention and AI data renewals	A differentiated data asset can gain value as AI customers need reliable external information.
Data quality, access and legal durability	NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.
Economic profitability after compensation	Q2 revenue was $77.2 million and normalized FCF $8.7 million.

Business Overview

Similarweb sells digital intelligence, competitive analytics and data products to businesses, investors and technology customers. Subscription applications serve sales, marketing and research workflows, while data licensing and AI-related demand can create larger contracts. The value depends on the breadth, quality, legality and ongoing availability of its underlying data, not simply the number of websites or apps observed.

Business Takeaway

Similarweb sells digital intelligence, competitive analytics and data products to businesses, investors and technology customers. NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.

Industry, TAM & Market Share

Digital measurement and AI data licensing offer opportunities, but competition and changes in internet access, privacy rules and platform policies can alter data supply. Broad AI spending is not a direct TAM for Similarweb's products. Contracted demand and data quality are more useful evidence.

Market-Share Analysis

Comparable same-definition share data for the subject and its principal rivals were not established. TAM estimates and company-specific volume measures are not treated as directly comparable market shares. The positioning analysis below is more reliable than a table of unmatched percentages.

Competitive Scale / Position

Company / Platform	Primary Position	Relative Scale	Growth Direction	Investment Relevance
Sensor Tower (private)	Direct segment: app/digital-market intelligence	Product scope; no matched operating-scale series	Competes for digital-research budgets	Customer choice in the stated segment only
Semrush	Direct segment: competitive traffic/search intelligence	Product scope; no matched operating-scale series	Competes in traffic and marketing analytics	Customer choice in the stated segment only
Comscore (SCOR)	Direct segment: digital audience measurement	Product scope; no matched operating-scale series	Competes for audience-intelligence spending	Customer choice in the stated segment only

Industry Takeaway

Contracted demand and data quality are more useful evidence. The base case requires evidence of profitable adoption within that market.

Customer Economics

NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns. Q2 customers with more than $100,000 ARR supplied 69% of ARR, increasing the importance of enterprise retention. Multi-year contract value should not be confused with annual recurring revenue.

Customer-Economics Takeaway

The economic test is Economic profitability after compensation. Multi-year contract value should not be confused with annual recurring revenue.

Competitive Landscape & Moat

Competitive Landscape

Digital traffic, app usage and audience-intelligence tools are the relevant peers. Doximity’s physician network and Zeta’s campaign-activation platform are excluded as weak software analogies.

Competitor	Market Share	Positioning	Advantages vs. Company	Disadvantages vs. Company	Current Direction
Sensor Tower (private)	No consistent comparable series	Direct segment: app/digital-market intelligence	App usage and advertising data products	Coverage and methodology differ from Similarweb web intelligence	Competes for digital-research budgets
Semrush	No consistent comparable series	Direct segment: competitive traffic/search intelligence	Search-marketing workflow distribution	Not equivalent to every enterprise data-licensing use case	Competes in traffic and marketing analytics
Comscore (SCOR)	No consistent comparable series	Direct segment: digital audience measurement	Established audience-measurement relationships	Measurement methodology and customer mix differ	Competes for audience-intelligence spending

Moat Assessment

Proprietary collection, processing and longitudinal datasets create a moderate moat if coverage remains differentiated. Competing data vendors, first-party analytics and platform restrictions are continuing threats. Data access and lawful use are part of the economic moat.

Moat direction: Stable — an analytical judgment about product and distribution economics, not a measured market-share claim.

Competitive Takeaway

Proprietary collection, processing and longitudinal datasets create a moderate moat if coverage remains differentiated. The direct rivals determine commercial pressure; diversified or sector anchors provide valuation context and are not substitutes for direct competition.

Financial Profile

Historical Financials

Standardized period history (reviewed 2026-11-07): Completed issuer fiscal years only, plus actually disclosed standalone quarters and cumulative YTD for the latest open FY. Currency USD, flows in millions, with fiscal dates defined by the issuer. Values marked derived come from disclosed period differences/sums, not TTM. Missing = N/D (not zero). FCF includes purchases of property/equipment and capitalized internal software. Q1 standalone figures are derived H1 less Q2; negative FCF cannot support a meaningful SBC/FCF percentage.

Period	Revenue	Growth	Gross Margin	Operating Margin	FCF	FCF Margin	SBC	Diluted Shares	Cash	Debt
FY2024	249.91	14.63%	78.07%	-3.87%	28.74	11.50%	17.62	81	63.87	39.73
FY2025	282.6	13.08%	79.55%	-8.34%	13.15	4.66%	21.24	85	72.42	43.3
Q1 FY2026	$73.878M (derived from disclosed periods)	N/D	79.4%	-6.0%	−$0.308M (derived from disclosed periods)	-0.4%	$4.676M (derived from disclosed periods)	N/D	N/D	N/D
Q2 FY2026	$77.186M	N/D	80.7%	1.0%	$8.718M	11.3%	$4.469M	N/D	N/D	N/D
H1 FY2026	$151.064M	N/D	80.1%	-2.4%	$8.41M	5.6%	$9.145M	N/D	N/D	N/D

Financial Takeaways

Q2 revenue was $77.2 million and normalized FCF $8.7 million. TTM standardized FCF of $14.9 million was below SBC of $18.4 million. The model uses sustainable diluted earnings after compensation and data costs. Positive adjusted cash flow does not yet establish a mature owner-earnings franchise.

Financial direction: Improving — assess the reported trend alongside dilution and the balance sheet.

Management & Capital Allocation

Management has improved profitability and enterprise contracting. It should demonstrate durable renewals and cash realization from AI-related wins while avoiding dependence on a small set of customers. Monitor capital allocation and the cost of maintaining differentiated data supply.

Management Takeaway

Monitor capital allocation and the cost of maintaining differentiated data supply.

Valuation

Current Valuation

Metric	Value
Price Snapshot	$8.75 — 2026-11-03 regular-session close, America/New_York
Market Capitalization	$788.06M
Enterprise Value	$759.88M
Trailing P/E	n/a
Provider forward P/E	31.14
EV / Sales	2.57

Comparable Company Analysis

Company	Relevance	Public / Private	Forward P/E	EV / Sales	Growth / Margin / Risk Context
SMWB — Similarweb Ltd.	Subject company	Public	31.14	2.57	digital intelligence and data; 3Y revenue-growth estimate 11.80%; operating margin -4.50%
Sensor Tower	Direct operating competitor / substitute	Private	N/A	N/A	digital usage and market-intelligence data; no compatible standalone public multiple used
Semrush	Direct segment: competitive traffic/search intelligence	Mixed / standalone valuation not used	N/D — no matched snapshot collected	N/D — no matched snapshot collected	Competes in traffic and marketing analytics
Comscore (SCOR)	Direct segment: digital audience measurement	Public	N/D — no matched snapshot collected	N/D — no matched snapshot collected	Competes for audience-intelligence spending

Comparable takeaway: Digital traffic, app usage and audience-intelligence tools are the relevant peers. Doximity’s physician network and Zeta’s campaign-activation platform are excluded as weak software analogies. Quoted multiples retain their original dated snapshot; missing matched multiples are not estimated. Consolidated parent multiples do not isolate the competing product. No mechanical peer average is used.

The base terminal P/E is 22×, versus the provider's current forward P/E of 31.14×. Holding that quoted multiple constant on this model's 2029 EPS gives an illustrative present value of $8.41, versus the central base FV of $5.94. Earnings definitions differ, so this is a sensitivity check; it makes the dependence on a rerating or derating explicit.

Valuation Scenarios

Scenario	Key Assumptions	Fair Value	Probability	Probability Rationale	Return From Price Snapshot
Bear	3Y revenue CAGR 2%; sustainable 2029 EPS $0.10 after compensation; 14× P/E; 14% discount rate; Application weakness and contract concentration limit 2029 economic EPS to $0.10.	$0.94	30%	Execution, financing or competitive setbacks remain credible	-89.3%
Base	3Y revenue CAGR 15%; sustainable 2029 EPS $0.40 after compensation; 22× P/E; 14% discount rate; Data licensing and stable retention produce $0.40 of 2029 economic EPS.	$5.94	50%	Most likely operating trajectory, requiring measurable progress	-32.1%
Bull	3Y revenue CAGR 28%; sustainable 2029 EPS $0.85 after compensation; 28× P/E; 14% discount rate; Strong recurring AI demand and operating leverage produce $0.85 of 2029 economic EPS.	$16.06	20%	Successful product conversion and operating leverage; not assured	+83.5%
Probability-Weighted	Sum of each scenario value × its probability	$6.46	100%	Judgmental scenario probabilities	-26.2%

Valuation Takeaway

• Primary valuation method: Present value of sustainable 2029 equity earnings × scenario P/E, plus assumed interim dividends. The three-year discount horizon approximates late-2029 earning power.
• Cross-check methods: Direct competition, quoted peer multiples, current cash conversion, and the separate revenue/share/net-margin bridge in the valuation workpaper.
• Key valuation dependencies: Enterprise retention and AI data renewals; Data quality, access and legal durability; Economic profitability after compensation. All forward figures are independent research assumptions, not company guidance or consensus.
• Valuation confidence / Risk Level: 43/100 / High. Scenario values are sensitive to sustainable earnings and terminal multiples.
• Margin-of-safety conclusion: Avoid at $8.93. New-file boundaries use Strong Buy = min(P/W FV ÷ 1.5, 1.1 × bear FV), Buy upper = P/W FV ÷ 1.25, Avoid above = P/W FV ÷ 0.90. Returns are to present fair value, not annualized returns or price targets for a particular date.

Analyst Questions

The table consolidates related questions and follow-ups from each material participant in the complete call.

Analyst / Firm	Core Question	Management Response	Research Read-Through
Raimo Lenschow / Barclays	What is driving large enterprise contracts?	Management said it is expanding existing strategic relationships.	Confirm that this opportunity converts into profitable recurring demand.
Ken Wong / Oppenheimer & Co	How does the enterprise team affect the retention outlook?	Management said a dedicated team is targeting larger commitments.	Treat the stated timetable as conditional on demonstrated execution.
Arjun Bhatia / William Blair & Company	What is the status of the delayed AI deal?	Management said one large opportunity remains unsigned.	Confirm that this opportunity converts into profitable recurring demand.
Kincaid LaCorte / Citizens	What supports the size of enterprise contracts?	Management said multiple use cases support deal size.	Confirm that this opportunity converts into profitable recurring demand.
Scott Berg / Needham	Are the large contracts recurring or primarily upfront transactions?	Management said the contracts are predominantly recurring rather than one-off transactions.	Confirm that this opportunity converts into profitable recurring demand.
Lucas Horton / Northland Securities	What evidence supports enterprise momentum?	Management reported record net-new ARR and a recovery in retention.	Confirm that this opportunity converts into profitable recurring demand.

Analyst-Q&A Takeaway

Strategic contracts support recurring revenue and improved retention, but one large AI deal remains unsigned. Multi-year contract value must not be mistaken for annual revenue or immediate cash profit.

Thesis Monitoring

Driver	Current State	Positive Trigger / Catalyst	Negative Trigger / Falsifier	What It Changes
Enterprise retention and AI data renewals	A differentiated data asset can gain value as AI customers need reliable external information.	Revenue trajectory sustains approximately 15% annual growth on a comparable basis	Growth remains below the 2% bear assumption over a full operating cycle	Revenue outlook and scenario probabilities
Data quality, access and legal durability	NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.	After-cost earnings progress toward the base implied net margin of 8.5%	Competition, credit losses or service costs make that margin trajectory unattainable	Margins, moat score and valuation multiple
Economic profitability after compensation	Q2 revenue was $77.2 million and normalized FCF $8.7 million.	Financing and compensation remain consistent with 95.0M economic shares in the 2029 base case	Required capital or cumulative dilution materially exceeds the model without matching earnings	Financial score, confidence and downside value

Quality & Opportunity Scorecards

Quality Score

Component	Score	Weight	Weighted Contribution	Evidence
Business durability and economics	63	25%	15.8	NRR, large-customer retention, data-contract duration, gross margin and sales efficiency drive returns.
Moat and competitive position	65	25%	16.3	Proprietary collection, processing and longitudinal datasets create a moderate moat if coverage remains differentiated.
Growth runway and durability	79	20%	15.8	Digital measurement and AI data licensing offer opportunities, but competition and changes in internet access, privacy rules and platform policies can alter data supply.
Financial quality and balance sheet	62	15%	9.3	Q2 revenue was $77.2 million and normalized FCF $8.7 million.
Management, governance and capital allocation	60	15%	9.0	Management has improved profitability and enterprise contracting.
Quality Score	66.1	100%	66.1	Weighted score, independent of ownership and current price

• Quality Tier: B
• Speculative override: None

Opportunity Score

Component	Raw Input	Normalized Score	Weight	Weighted Contribution
Quality	66.1	66.1	30%	19.8
Probability-weighted upside	-26.2%	0.0	35%	0.0
Bear-case downside	-89.3%	0.0	20%	0.0
Risk / valuation confidence	43	43.0	15%	6.5
Opportunity Score		26.3	100%	26.3

• Opportunity Rank: #70 of 76
• Zone Status: Avoid

Portfolio Context

• Tracking tier: Primary Watchlist
• Owned: Yes
• Tracking source of truth: my_watchlist.md
• Portfolio source of truth: portfolio/holdings.md
• Scoring independence: Ownership, account, shares, position size and cost basis do not change research, valuation, Quality, Opportunity, rank or zones.

Investment Decision History

Timestamp	Price	Rating	Zone Status	Buy Zone	Strong Buy Zone	Avoid Chasing Above	Base FV	P/W FV	P/W Return	Quality	Opportunity / Rank	Change / Rationale
2026-10-21 (America/New_York)	$8.93	Avoid	Avoid	>$1.03–$5.17	≤ $1.03	> $7.18	$5.94	$6.46	-27.7%	66.1	26.3 / #63	Initial missing-file analysis; common-universe ranking; independent scenario assumptions

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Material Sources

Source	Type	Date / Period	What It Supports
Similarweb Announces Second Quarter 2026 Results :: Similarweb Ltd. (SMWB)	Company IR / earnings filing	Q2 2026	Latest operating results, guidance, products and financial supplement
SMWB complete earnings-call transcript	Transcript	Q2 2026	Prepared remarks and all material Q&A exchanges
SMWB regular-session historical price	Market data	2026-10-20 close	Common price used in returns, scores and zones
SMWB valuation statistics	Market data	2026-10-20 close; ratios retrieved 2026-10-21	Market capitalization, shares, quoted multiples and current ratios
SMWB historical income statement	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical income statement; source-native currency and definitions
SMWB historical balance sheet	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical balance sheet; source-native currency and definitions
SMWB historical cash flows	Standardized financial statements	Latest reported period and two preceding fiscal years	Historical cash flows; source-native currency and definitions
Zeta Global Holdings Corp. statistics	Comparable-company market data	2026-10-20 regular close	Peer multiples and financial context; public quote basis
2025 20-F — digital intelligence markets and competition	Regulatory filing / primary product evidence	FY2025; checked 2026-10-28	Digital intelligence applications, customer alternatives and data limitations
Sensor Tower digital intelligence	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	App, advertising and audience intelligence competitor
Semrush website traffic intelligence	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	Competitive traffic estimates and market analytics overlap
Comscore digital audience products	Regulatory filing / primary product evidence	Current product page; checked 2026-10-28	Digital-audience measurement competitor
Issuer interim earnings / primary filing — SMWB	Issuer IR / regulatory exhibit	Current fiscal period through 2026-11-07	Standalone period, SBC/FCF and financial definition provenance