Early-stage service being validated
Buyers increasingly use AI to compare products and companies. I test the questions your customers ask and record whether your company is recommended, mentioned, inaccurately described or absent. The diagnostic then identifies one evidence-backed opportunity and a clear next step.
If AI describes your company inaccurately or leaves it out, a qualified buyer may not include it in their consideration set. The diagnostic measures that risk before you decide what to change.
Human reviewed. No guaranteed rankings or citations.
The problem
People use ChatGPT, Perplexity, Gemini and Google AI Overviews to ask for recommendations, comparisons and explanations.
The answers may recommend your company, mention it, describe it inaccurately or leave it out.
The sources cited in those answers can help explain why particular companies appear.
The diagnostic turns those buyer questions into one evidence-backed decision about what to investigate first.
How it works
Tell me about your company, product and ideal customer.
After applying, I will confirm the scope and send a private payment link and evidence form covering buyer questions, competitors and approved company facts.
I run the diagnostic, review the evidence and identify the opportunity to investigate first.
Implement it yourself, stop, or continue into the optional implementation sprint.
What you receive
This diagnostic identifies one clear next step. It does not implement the change.
Second stage
The diagnostic ends with a decision. If there is one evidence-backed opportunity worth acting on, you can continue into a 30-day implementation sprint.
Together, we:
The £199 diagnostic is credited toward the sprint. No implementation is included unless you choose to continue.
Pricing
£199
Optional after the diagnostic
£1,250 total
The sprint implements the single intervention designed in your diagnostic, such as targeted content and source improvements on agreed pages. It is not a broad SEO, content or advertising campaign.
After applying, I will confirm the scope and send your private payment link and structured evidence intake. There is no public checkout on this site.
Proof lab
Find Feny is the internal proof project for this method. It is being tested using buyer questions, direct customer language, Google Search Console, PostHog and a controlled AI-search intervention.
The proof project is in progress. No outcome is being claimed yet.
Apply
Tell me a little about your company and what you want to understand. This takes approximately two minutes. No payment or data access is required at this stage.
This is for companies with a live website, a defined product or service, and a clear target customer.
FAQ
AI search is the growing habit of asking AI systems such as ChatGPT, Perplexity, Gemini and Google AI Overviews for recommendations and comparisons, instead of only using a list of links. When a buyer asks one of these systems which product to choose, the answer is shaped by which sources the system can reach and cite.
Your website, the product or service to assess, your ideal customer, real buyer questions, up to three competitors and approved company facts. No analytics access, passwords, API keys or payment details are needed at the application stage.
Up to three AI engines, agreed together during intake. Typical choices include ChatGPT, Perplexity, Gemini and Google AI Overviews, selected during intake based on your product, target customer and the available evidence.
The diagnostic tests 10 to 20 buyer questions and records whether your company is recommended, mentioned, criticised or absent. It reviews cited sources where available, checks whether relevant pages can be accessed and identifies inaccurate or incomplete company information. You receive one prioritised opportunity, one clear next step, a baseline and retest plan, and a recorded walkthrough.
No. AI systems change frequently and are outside anyone's control. The diagnostic provides evidence and a testable recommendation, not guaranteed rankings, citations or commercial results.
You decide. You can implement the recommendation yourself, stop there, or continue into the optional 30-day AI Search Intervention Sprint at £1,250 total, with the £199 credited, which puts one approved change live, verifies the agreed tracking and retests the same buyer-question set.
You receive your diagnostic findings, evidence, clear next step and any purchased implementation assets. The reusable SignalRank and Marketing OS tools remain the operator's internal systems.
Some buyers now use AI systems to create shortlists, compare options and understand products, sometimes before visiting company websites. If a company is absent, inaccurately described or supported by weak sources, it may not enter the buyer's consideration set. This diagnostic identifies one evidence-backed opportunity to improve how the company is discovered or understood. It does not guarantee rankings, citations or revenue.