See which businesses win AI and search visibility in any UK town, across any industry
Agency Recon gives marketing agencies and in-house teams market-agnostic AI intelligence they can use immediately. AIMI works in any UK town, postcode, and industry. Each AIMI microsite maps a defined local market, identifies around 10 key players, and shows exactly who wins and who loses across Google Organic Search, Google AIO, ChatGPT, and Gemini. By contrasting SEO performance with AI discoverability, AIMI exposes clear opportunities, commercial gaps, and ready-to-target prospects you can use in pitches, outreach, and retainers with strategies for AI visibility, recommendations, and citations.
Built for agencies and in-house teams
You want revenue, not jargon. AIMI finds the market opportunity and the competitors winning it. AITR diagnoses why a site fails AI discovery and what to change. Together, they turn a vague AI narrative into concrete targets, fixes, and retainers.
- Use AIMI to analyse markets at scale, identifying top Organic winners, map pack leaders, and GAIO presence across towns, industries, and service categories.
- See who AI systems recommend and who they ignore, including ChatGPT and Gemini, giving you a clean, high-quality target list of businesses ripe for sales conversion.
- Convert AIMI insight into outreach and partnership pitches, backed by evidence clients can understand and trust.
- Use AITR to diagnose why prospects lose AI visibility, proving what’s broken, what to fix, and why ongoing optimisation is required for recommendations and citations.
- Use AIMI to benchmark your category and locations, see which competitors AI systems recommend, and where your brand is ignored across Organic, Maps, GAIO, ChatGPT, and Gemini.
- Run AITR to diagnose why your site underperforms, uncovering access blocks, authority gaps, and clarity issues that prevent AI systems from reading and trusting your site.
- Turn insight into a prioritised fix plan, spanning technical SEO, structured data, content architecture, and entity signals, ranked by impact.
- Track progress and defend budget with before-and-after evidence leadership can understand as AI answers and GAIO results evolve.
AIMI and AITR are two halves of one commercial engine
If you only run audits, you miss the market context. If you only map markets, you miss the technical cause of invisibility. We built both because agencies and in-house teams need answers that connect.
Agency Recon AIMI
AI Market IntelligenceAIMI is a full market intelligence report for AI Discoverability lead generation served to you as a microsite. Define any UK market by town, postcode, and industry and we show who wins the AI recommendations and opportunities from: SEO Organic rankings, local pack visibility, GAIO triggers, authority source links, and AI assistant named winners.
- Organic and maps leaders, by prompt cluster
- Google AIO trigger and presence tracking
- ChatGPT and Gemini winner capture
- Target list output for outreach and retainer pitches
Agency Recon AITR
AI Tech ReadinessAITR is a technical and machine readability scanning and audit tool that pressure tests and reports on the elements that can affect the AI discoverability gap. AITR machine reads websites, tests access, authority signals, and content clarity so your development team knows where to focus improvement, what new elements to deploy, and which optimization changes to make and why.
- Access and crawler permission checks
- Entity and authority signal diagnostics
- Content structure and clarity tests
- Fix plan for development, SEO, and content teams
AIMI produces a microsite of specific market data and opportunities
AIMI outputs live microsite URLs you can share with your team or prospects. One page contains the competitive map for a defined market and the second a defined strategy based on the prompt results.
Example AIMI market results microsites
View the prompt, citation and recommendation winners in these two defined markets. See how AI Search results are changing the discoverability conversation, do not get left behind.
Winchester SO23 - Market: Marketing Agency
Bournemouth BH1 - Market: Marketing Agency
AIMI winners snapshot of Winchester Marketing Agencies
This excerpt shows how AIMI compares ChatGPT, Gemini and Google AI Overviews per prompt, and flags open AI territory versus compete prompts.
How agencies and in-house teams buy and utilise AIMIs and AITRs
Start with AIMI to assess the market and open doors with proof, use AITR to explain the AI discoverability gap, then retain on fixes and monitoring. In house teams often start with AITR to fix access and clarity, then use AIMI to benchmark visibility and prioritise strategy.
AIMI Market Analysis
Client facing market proof you can use in outreach, pitches, and retainer conversations.
- Receive a live AIMI microsite URL within 4 business hours during UK business hours.
- See who wins Organic, Maps, GAIO, ChatGPT, and Gemini for your service prompts.
- Use the target list and evidence to open doors with businesses losing AI visibility.
- £350 per market analysis
Multi market pricing available.
At checkout you will be asked for: Town, Postcode, and Industry.
AITR Audits + Fix Plans
Technical and machine readability diagnostics that explain why AI systems ignore a site and what to fix.
- Download an instant ZIP file after checkout on agencyrecon.com.
- Get access, authority, and clarity checks with a prioritised fix plan by impact and ease.
- Use AITR to justify optimisation scope, roadmap work, and ongoing retainers.
- £250 full website technical audit
Free scan and website performance score. The paid unlock reveals the full report and triggers Optimization Kit download.
AI Visibility Retainers
Ongoing optimisation and tracking that turns proof and fixes into compounding visibility.
- AIMI provides live market visibility proof for ongoing AI Discoverability performance.
- AIMI & AITR are excellent market when assessing market position and for lead generation.
- Track competitors and prompt winners to protect your gains as GAIO and AI answers evolve.
- AIMI and AITR retainers work best when you investigate and monitor multiple-markets.
Straight answers
Here are straight answers to common questions marketing teams asked.
What do you mean by "GAIO"? +
GAIO is shorthand for Google AI Overviews. We track whether a query triggers an overview, and which brands appear or get cited in it. For agencies, it shows where AI answers suppress clicks and where you still win demand.
Is this just SEO rebranded? +
No. SEO remains foundational, but AI discovery layers add new constraints. AITR focuses on bot access, machine readability, entity verification signals, and clarity. AIMI adds market mapping across Organic, maps, GAIO, and AI assistants.
Will a high AITR score guarantee AI recommendations? +
No. AI platforms use proprietary selection and ranking. A high score improves eligibility to be crawled, read, and understood by systems that power AI answers. That is the part you can control.
Why does an agency need AIMI if it already has SEO tools? +
Traditional tools focus on keywords, backlinks, and traffic. AIMI maps a market as the customer experiences it: SERPs, local pack, GAIO, and AI assistant answers. It turns "we should target X" into a provable, prioritised target list.
What does a first engagement look like? +
Agencies usually start with one AIMI market pack and a set of prompts aligned to their niche. In-House teams usually start with AITR on their main site. Either way, you get a baseline and a practical plan within days, not weeks.
Do you offer white label for agencies? +
Yes. Agencies can package AIMI market pages and AITR audits under their own client delivery. Use it as a differentiator and keep the commercial relationship with your client.
Why the AI Discoverability Gap is a Huge Opportunity
By Jon Pulman, Founder, Agency Recon
Most marketing teams are still optimising for a world that is quietly changing. For the last twenty years, visibility meant rankings, blue links, and incremental gains through familiar SEO mechanics. That model has not vanished, but it has been overtaken by something more subtle and far more consequential: recommendation by machines.
AI assistants, search overviews, generative answers, and map-driven decision layers now sit between users and websites. They do not simply list options. They summarise, filter, prioritise, and recommend. In many cases, they collapse an entire market into three or four “best” answers.
This creates what I call the AI discoverability gap. On one side are businesses that are technically crawlable, machine readable, and contextually clear. On the other are businesses doing everything right by traditional standards, yet failing to appear at all.
What makes this moment unusual is timing. We are still early enough that most competitors have not adapted. Many agencies and in-house teams sense that something has changed, but lack visibility into how AI systems interpret markets and websites.
Those who move early benefit in three ways. First, lower competition. Second, durable advantage as machine trust compounds over time. Third, commercial leverage through evidence led outreach, audits, and strategy.
This is not about chasing algorithms or gaming prompts. It is about understanding how modern systems consume information and adapting structure, clarity, and signals accordingly.
The organisations that benefit most will not be the loudest or the most automated. It will be the ones that react early, apply evidence, and build clarity into their digital presence while others debate whether the change is real. The gap is open. It will not stay that way.