Where the figure comes from.
The number rests on 15 years of recorded demand at Sitemorse, part of the group behind Agency Revenue Radar.
Across those years, agencies and their clients have commissioned this work and paid for it. The estimates came in directly, recorded as the work was requested. That record is what the figure stands on.
01Knowledge built over 15 years of recorded demand.
Sitemorse, part of the group behind Agency Revenue Radar, has received agency and client work estimates for 15 years. The figure draws on observed demand across that period, recorded as the work was requested rather than inferred after the fact.
The same group built the diagnostic capability behind agency oversight, and now sets out AI readiness as the executive priority that sits above it. The account is first-hand. It comes from inside the market the figure describes, not from a position outside it.
02A calculated opportunity, set against an agency’s own revenue.
The 17% is a calculated revenue opportunity, set against an agency’s own revenue base. It is reconciled from the top down against revenue, and from the bottom up against the work each website needs.
For a model agency holding £2,500,000 across 10 retained clients and 31 websites, it equals £425,068 of addressable work across a year. The same result holds from both directions, and that reconciliation is what fixes the figure against the agency’s own revenue.
03The basis is open to checking, point by point.
Three things support the figure: the work measured for each website, where the agency market is already focused, and the settled economics of existing-client revenue.
27 to 41 days
Addressable work for each main client website across a year, a midpoint of 34 days valued at £13,712. Drawn from a review of 247 Kentico reference clients.
AAAnow Kentico review, October to December 202586% of agencies
Of £1m+ agencies pursuing growth from the clients they already hold, with 43% of fee income from retainers and 41% from existing-client projects.
BenchPress 202660 to 70%
The probability of selling to an existing client, against 5 to 20% for a new prospect. A 5% retention gain lifts profit 25 to 95%.
Marketing Metrics · Reichheld, Bain/HBR04The revenue is already being spent.
Two things make the revenue concrete rather than projected. The work behind the figure has been requested and paid for across 15 years, recorded as it came in.
Client budgets already move to diagnostic and audit providers for this kind of oversight, a market worth $213m inside agency client accounts. That spend is current, and the open question is which party leads the conversation it funds.
Market estimate, AAAnow, 2026. The $213m sits outside the 17% calculation; it shows that post-launch oversight is already a paid market.
05A reason to stay close, carried on evidence.
Independent, current insight provides the agency a substantive reason to make contact, ahead of any problem surfacing. A monthly cadence turns a general update into a call with purpose, and keeps the agency first placed when the client needs support.
Assembling the equivalent capability once took 11 days and over $7,425 for each client, which placed it beyond routine use. The capability now sits with commercial teams at a cost and speed that make routine use viable across a client base.
The evidence paper, in full.
“The 17% is a calculated revenue opportunity, set against an agency’s own revenue, reconciled top down and bottom up, and grounded in recorded demand and independent research.”
This page is the short account. The evidence paper sets out the calculation in full, the source behind each figure, and the references, written to be read on its own by the person who needs the detail.
It covers the model agency, the per-website value, the Kentico reference-client review, the market context, and the retention economics, with internal data identified as internal and external evidence cited to its source.
References & sources.
This reference list includes the controlling internal sources, the uploaded AAAnow evidence paper, the WOW Company report, and the reference set listed in the original 58/21/17 evidence paper. Where the original source paper supplied no exact public URL, the reference states the public source location or confirms that the item is an internal source.
- Master Evidence and Calculation Lock. AAAnow, June 2026. Internal calculation source for the £2.5m agency model, 31 applicable websites, £13,712 work value, £425,072 opportunity, and 17.00288% calculation. Internal working document, no public web link. Internal
- 58/21/17 Revenue Evidence Paper. AAAnow, 9 March 2026. Client-release source covering post-launch silence, the 104-agency observation, the $213m market context, Sitemorse provenance, and the prior AiSC evidence framing. aisc.aaanow.ai
- BenchPress 2026: Driving Agency Growth, Edition #15. The WOW Company, 2026. External agency-market benchmark report covering 811 respondents, 86% existing-client growth priority, account management, lead generation, fee income sources, and relationship economics. thewowcompany.com/benchpress
- Kentico reference-client review. AAAnow, 2026. Internal review of approximately 250 Kentico reference clients, used to validate the 27 to 41 days of applicable work per main client website. Internal review, no public web link. Internal
- AiSC delivery partner intro deck. AAAnow, 2026. Legacy source for post-launch sequence, silence and drift, external intervention, review cadence, and agency control logic. Internal presentation, no public web link. Internal
- AI readiness visibility benchmark. AAAnow, May 2026. Internal research source for the statement that 3% of organizations know what they look like to AI. Internal source, no public web link. Internal
- If You are Not on the Day One List, You are Already Out. Robert Craven, GYDA, January 2026. Cited in the source paper for Day One shortlist behavior and buyer shortlist formation. gyda.co
- Trust: Your Agency’s Untapped Superpower. Robert Craven, GYDA, February 2026. Cited in the source paper for Marketreach trust-factor analysis, trust pillars, and agency trust behavior. gyda.co
- The State of Digital Agencies in 2025: Still Tough. Slightly Better. No Room for Passengers. Robert Craven, GYDA, January 2026. Cited in the source paper as drawing on Rand Fishkin and SparkToro agency research. gyda.co
- 2025 B2B Buyer Experience Report. 6sense, 2025. Cited for buyer journey and mental shortlist findings in the original evidence paper. Link not available anymore
- 11 Surprising, Science-Backed Selling Techniques. Corporate Visions, 2023. Cited for unconsidered needs and B2B executive pitch-scenario research. corporatevisions.com
- B2B Buying Behavior in 2026: 57 Stats and Five Hard Truths. Emblaze / Corporate Visions, 2024. Cited for seller-buyer misalignment and win-rate alignment uplift. corporatevisions.com
- 2025 B2B Thought Leadership Impact Report. Edelman and LinkedIn, 2025. Cited for decision-maker trust in thought leadership, invitation to tender, and premium willingness findings. edelman.com
- Gartner Sales Survey. Gartner, 2025. Cited for B2B buyer avoidance of irrelevant outreach and purchase complexity findings. gartner.com
- 68 B2B Buyer Statistics. Sopro, 2025 to 2026. Cited for average buying group stakeholder data. sopro.io
- 120+ B2B Tech Buyer Behavior Stats. Inbox Insight, 2025. Cited for RFP requirement findings among B2B technology buyers. inboxinsight.com
- From Promotion to Emotion: Connecting B2B Customers to Brands. Google / CEB, 2013. Cited for personal value and premium willingness in B2B buying decisions. thinkwithgoogle.com (this was the original link, it is no longer working, included for reference only: https://www.thinkwithgoogle.com/consumer-insights/consumer-trends/from-promotion-to-emotion/)
- Retaining Customers is the Real Challenge. Frederick Reichheld, Bain & Company / HBR. Cited for the retention-profit relationship used in the original evidence paper. hbr.org
- Marketing Metrics. Farris, Bendle, Pfeifer, Reibstein. Cited for probability of selling to existing customers compared with new prospects. Link not available anymore
- How to Calculate the Cost of Customer Retention Versus Customer Acquisition. Totango, 2025. Cited for acquisition versus retention cost comparison. totango.com
- Customer loyalty and relationship value research. Bain & Company. Cited for loyal customers spending more later in the relationship. Link not available anymore
- Agency Benchmarks Report. AgencyAnalytics, 2024. Cited for agency acquisition and referral context in the original evidence paper. Link not available anymore
- Master Client Retention: Strategies for Agency Success. AgencyAnalytics, 2025. Cited for value visibility and agency retention guidance. agencyanalytics.com
- 7 Client Retention Strategies That Actually Work for Marketing Agencies. Swydo, 2025. Cited for post-launch revenue gap and churn benchmarks. Link not available anymore
- The Net Revenue Retention Advantage: Driving Success in B2B Tech. McKinsey & Company, 2025. Cited for net revenue retention and value realization context. mckinsey.com
- SaaS Performance Metrics Benchmarks. Benchmarkit / Maxio, 2025. Cited for expansion revenue from regular structured reviews. Link not available anymore
- AiSC Internal Research, 2024 to 2026. AAAnow / AiSC. Cited for the 104-agency observation and 119 million websites analyzed over 26 months to January 2026. Internal research, no public web link. Internal
- Prospect Theory: An Analysis of Decision Under Risk. Daniel Kahneman and Amos Tversky, 1979. Cited for loss aversion and decision-making under risk. Link not available anymore
- Judgment Under Uncertainty: Heuristics and Biases. Amos Tversky and Daniel Kahneman, 1974. Cited for anchoring and judgment heuristics. doi.org
- Status Quo Bias in Decision Making. William Samuelson and Richard Zeckhauser, 1988. Cited for status quo bias in buyer decisions. doi.org
- Influence: The Psychology of Persuasion. Robert Cialdini, 1984. Cited for reciprocity and influence mechanisms. harpercollins.com
- The Psychology of Curiosity: A Review and Reinterpretation. George Loewenstein, 1994. Cited for information gap theory and curiosity. doi.org
- A Theory of Social Comparison Processes. Leon Festinger, 1954. Cited for social comparison behavior in benchmarking. doi.org
- How Customers Think. Gerald Zaltman, 2003. Cited in the original evidence paper for buyer psychology context. Link not available anymore
- 41 Eye-Opening B2B Customer Retention Statistics. IndustrySelect, 2024. Cited for B2B customer retention statistics and sales probability context. Link not available anymore
- BenchPress 2025: State of the Agency Nation, Edition #14. The WOW Company, 2025. Cited in the original evidence paper for 677 agency respondents, new business challenge, gross profit, and agency confidence data. thewowcompany.com/benchpress
- What Erodes Trust in Digital Brands? Ponemon Institute / Neustar, 2015. Cited for consumer distrust of websites with errors, downtime, and slow pages. home.neustar (this was the original link, it is no longer working, included for reference only: https://www.home.neustar/resources/whitepapers)
- Internal Observational Research. AiSC / AAAnow.ai, 2025. Cited for May to December 2025 agency discussions, email questions, AI-assisted analysis, and 104-agency directional observations. Internal observational research, no public web link. Internal
- Diagnostic Tool Vendor Market Analysis. AAAnow.ai, 2026. Cited for the $213m combined diagnostic-tool market context across Sitemorse, Siteimprove, Monsido, Silktide, and Crownpeak. Internal market analysis, no public web link. Internal