An AI visibility agency should be able to explain how it will make your public information easier to discover and verify, what evidence it will publish, and how it will measure answers to buyer questions. Ask for a baseline and a page-by-page worklist before accepting a promise that your company will appear in ChatGPT, Gemini or Google AI answers. No provider can guarantee a recommendation.
Key takeaways
- Start with the exact non-branded questions your customers ask.
- Check crawl access, clear service pages and inspectable proof before buying a special file or markup.
- Require a repeatable measurement method that records full answers and citations.
- Judge the work by accurate mentions, useful citations and qualified enquiries, with answer variation reported.
In this article
- How AI answers find sources
- What an agency should deliver
- What proof to request
- How to measure the work
- Questions for a proposal
- FAQs
How AI answers find sources
Search-connected AI products use different systems. Google says AI Overviews and AI Mode may run several related searches and show supporting links. A page must be indexed and eligible for a search snippet to appear as a supporting link; Google says no special AI text file or schema is required. Read Google’s AI features guidance.
OpenAI describes OAI-SearchBot as its crawler for ChatGPT search results. Allowing that crawler helps make a public page eligible, but it does not guarantee placement. Read OpenAI’s crawler documentation. Perplexity says its Pro Search can draw from websites, articles, forums and videos and links to sources. Read Perplexity’s source description.
These descriptions support a practical approach: publish accurate pages people can reach, make the evidence behind a claim inspectable, and earn independent references. They do not support a claim that a specific heading, FAQ, social post or llms.txt file will force a mention.
What an AI visibility agency should deliver
| Workstream | Useful deliverable | How to check it |
|---|---|---|
| Buyer questions | A fixed panel of non-branded questions grouped by service and buying stage | Review wording with sales and keep the baseline unchanged |
| Access | Indexability, robots, CDN and rendered-page checks for priority URLs | Inspect test results for the actual pages |
| Service clarity | Page improvements covering fit, deliverables, cost factors, limits and next step | Read the live page as a buyer would |
| Proof | Client-approved cases, process examples and sourced claims | Check dates, definitions, permission and source records |
| External consistency | Accurate business and agency profiles plus relevant editorial references | Compare names, services and URLs across sources |
| Measurement | Saved full answers, cited URLs, errors and qualified-enquiry data | Reproduce the prompt panel on the stated products |
The proposal should name the pages to improve and who is responsible for editing, reviewing and publishing them. It should state whether outreach, client permissions, video and third-party profiles are included. Ask what will be delivered in the first 30, 60 and 90 days.
What proof should you request?
Ask to see a completed page or case study with a clear starting point, work performed, time period, measurement source and limits. A screenshot of an AI answer can show that a mention happened, but one answer can change by product, location, session and time. It does not prove repeatable visibility or revenue.
For agency-selection prompts, independent sources can help a buyer verify the business. Check whether the company facts, service categories and reviews on directories agree with the agency’s website. Treat an agency’s “best” label as a claim requiring evidence, not a ranking to accept at face value.
A published llms.txt can serve as a curated map to important pages. The llms.txt proposal describes it as a concise file linking to deeper content. It should match the live pages. It cannot replace service detail, crawlable pages or client proof.
How should results be measured?
Choose a set of customer questions before making changes. Keep branded questions separate: “What does this agency do?” tests factual recognition, while “Which agency can do this work in Dubai?” tests non-branded discovery. Record the product, settings, date, full answer and every cited source. Repeat the same questions at a regular interval and report no-answer cases separately.
Track three answer measures: whether the agency is mentioned as a relevant option, whether its own site is linked, and whether an independent page accurately names it. Add a factual-accuracy check. Then ask new enquiries how they discovered the business and whether an AI answer influenced their shortlist. Web referral clicks alone miss buyers who look up the agency later.
Google says activity in AI Overviews and AI Mode is included in the ordinary Search Console web performance report, rather than a separate AI recommendation count. Use Search Console to inspect page and query trends, not to claim a ChatGPT mention rate. See Google’s measurement guidance.
Questions to put in the agency brief
- Which UAE customer questions will you test, and why are they commercially relevant?
- Which existing service and proof pages will you change first?
- How will you verify Googlebot and AI search crawler access without weakening site security?
- What is the source and approval process for client claims, reviews and case studies?
- Which external profiles or editorial channels are relevant to our buyers?
- How will you preserve the baseline and account for answer variation?
- What will you report if mentions do not improve?
- Who owns the content, data, accounts and tracking setup after the engagement?
Megvi Digital Marketing works across SEO, paid media, website development and CRM for UAE businesses. Our AI search guide explains page clarity for ecommerce, and our SEO service provides the broader search foundation. Contact Megvi to discuss a scoped visibility assessment; ask us to specify the deliverables and measurement method for your business.
FAQs
Can an agency guarantee that ChatGPT recommends my business?
No. AI products choose answers and sources independently and can change their responses. An agency can improve the quality and accessibility of your public evidence and measure what appears.
Does adding FAQ schema guarantee AI visibility?
No. Write FAQs because buyers need their answers. Structured data should accurately reflect visible content, and Google says no special AI schema is required for its AI features.
How soon can we judge the work?
Check technical access immediately, then allow for publication, crawling and enough repeated prompt tests to see a pattern. Do not infer a durable result from one answer or one week.
Should social media be part of the work?
Yes, when a real expert can explain a decision, publish evidence and answer buyer questions. Measure conversations and referrals from those channels separately from AI citations.
Ahmed Elneil
https://megvidigital.comAhmed Elneil is a certified digital marketer and entrepreneur with over 5 years of experience helping brands grow through Search Engine Optimization (SEO), paid advertising, and CRM automation.