AI Visibility Audit
See who AI cites instead of you.Then fix it, with a guarantee.
A $1,500 audit scores every offer on your site, runs your buyers’ questions across four engines, maps where competitors are cited, and fixes the 25-prompt panel the 90-day guarantee is measured on. 15-page report, 45-minute readout, credited to your first month.
Audit: prompt panel excerpt
yourstore.com · ChatGPT, Gemini, Perplexity, Claude
Buyer asks
“best silk sarees online in the US”
Cited: Two marketplaces and one competitor
Buyer asks
“indian clothing store near Milpitas”
Cited: Your store, Google Maps
Buyer asks
“does this brand ship free over $100”
Cited: Your policy page, out of date
Crawler access
robots.txt blocks GPTBot
Illustrative layout. Your scan names the real engines, prompts and competitors.
What the audit delivers
Fifteen pages.Every one with a number.
01
Offer score
Every product, service, location, plan or person scored 0–100 on identity clarity, discoverability, structured data, explainability and purchase readiness
02
Prompt panel baseline
Buyer prompts run across ChatGPT, Gemini, Perplexity and Claude, three runs each: who is cited, which page, whether the facts are right
03
Competitor citation map
For each prompt where you are absent, who appears instead and which of their pages the engine used
04
Access, schema and feed check
AI crawlers in robots.txt, preview controls, JS-hidden content, Organization and Product or Service schema, Merchant Center and feed health
05
Prioritized fix list
Every fix ranked by citation impact and effort, with the system it lives in and who owns it
06
90-day plan and the panel
Content clusters, citation targets, listings work by month, and the 25 prompts the guarantee is measured on
Price
$1,500
$5,000 for Scale-size: 200 prompts, four engines, multiple brands or regions. Enterprise audits are quoted.
Time
About 2 weeks
From read access to readout. Three to four weeks for Scale-size. The free scan comes first, within one business day.
Access needed
Read only
Search Console and GA4 read access, plus a crawl of your public site. No CMS or store access for the audit.
How an offer is scored
Five dimensions, 0 to 100.The same engine that scored our first customer’s store.
Identity clarity, 25%
Can an AI tell exactly what this offer is, who it is for, and what it costs, from the page alone?
Discoverability, 25%
Is the page crawlable, indexed, snippet-eligible, and open to the AI crawlers that fetch for answers?
Structured data, 20%
Organization, Product or Service, Offer, FAQ and Review schema present, valid, and consistent with the visible page.
Explainability, 20%
Are the attributes a buyer asks about, such as fit, materials, scope, turnaround and policies, stated plainly and near the top?
Purchase readiness, 10%
Price, availability, shipping or booking, proof and policies complete enough for an agent to recommend or buy.
What moves citations
The fix list is ranked by evidence.Not by what is easy to sell.
Crawlable, indexed and open to AI bots
Top factor in a 23-factor meta-analysis of AI citation studies. Google’s own guidance says nothing beyond this is required.
Ranking for the query and its fan-out queries
38% of AI Overview citations come from the top 10 results and 31% from positions 11–100. Ahrefs, March 2026.
Answer near the top, format matched to intent
Rated 8.8 and 9.0 of 10 in the same meta-analysis. Tables and lists for “best X” queries.
Brand mentions on third-party sites
Correlation with AI Overview visibility 0.66 for mentions against 0.22 for backlinks. Ahrefs, 75,000 brands.
Freshness
AI-cited pages average 1,064 days old against 1,432 for the organic top 10. ChatGPT prefers the newest.
Complete offer data in the feeds assistants shop from
OpenAI’s product feed has 9 required fields; Shopify’s catalog needs a standard category, an image per variant and full policies.
Structured data and llms.txt
Hygiene, not levers: structured data correlates weakly (5.6 of 10) and 97% of llms.txt files were never fetched in May 2026. Sold honestly.
Figures from published studies as of October 2026 (Ahrefs, Zyppy meta-analysis, Peec AI citation data, OpenAI and Shopify documentation). Your audit cites each source beside the finding it supports.
The readout
45 minutes.The fix plan is the proposal.
We walk the report with you: where you are cited, where a competitor is, what each fix does and what it costs. We propose the 25 prompts for the guarantee panel, including ones you are not cited for today, and you agree or change them.
If a plan fits, the audit fee is credited to month one and the fix phase starts the same week. If it does not, you keep the report and the plan and we say what we would do instead.
How it works
Scan, audit, ninety days, report.Agents do the work. A human signs off.
Scan
Enter your website and email and confirm from your inbox. We ask ChatGPT, Google AI Overviews, Perplexity and Claude the questions a buyer in your category asks, and send you who they name, which pages they cite, and whether AI crawlers can read your site. Free, within one business day.
Audit
A paid audit scores every offer on your site, maps where competitors are cited instead of you, and fixes the 25-prompt panel the guarantee is measured on. 15-page report and a 45-minute readout. $1,500, credited to your first month.
Ninety days of agent work
Agents fix offers, build the entity and schema layer, publish answer-first content, earn third-party citations and keep you listed where each engine looks. A named human reviews every publish and every write to your site.
Monthly report
Eight numbers, each against the audit baseline: citation share on the panel, citation accuracy, offer score, organic clicks, AI-referred sessions and orders, mentions earned, content shipped. Day 90 decides renew, change plan or stop.
The guarantee
Cited in 90 days.Or month four is free.
No monitoring tool, agency or autonomous-store platform puts its own money behind a number. We do, and the terms fit on one card.
- 1A panel of 25 buyer prompts is agreed in the audit and fixed at signing. Neither side can move the target.
- 2By day 90, your brand must be cited for all 25 prompts in at least one of ChatGPT, Gemini or Perplexity.
- 3If it is not, month four is free. Work continues; you do not pay for it.
- 4Applies to Managed and Scale. Enterprise terms are negotiated per contract.
- 5The promise is about being cited, which we can measure. It is not a promise of rankings, traffic or revenue, which depend on your offer.
Proof, not promises
Our first customer.The numbers are public.
JCS Fashions is a 4,878-product Shopify apparel store in Milpitas, California, and the first business this service ran on. Figures from its Search Console and GA4 accounts, pulled Oct 31, 2026, updated monthly, bad months included.
AI-assistant sessions a month
20→569
Jan → Oct 2026
Google search clicks a month
205→626
Jan → Sep 2026
Clicks to guide pages a month
0→231
Feb → Aug 2026
Plans
Start with a free scan.Pay for the audit, then the work.
AI Visibility Audit
$1,500 once
Step one for every plan. Credited to your first month.
Managed
$3,000/mo
The full program, run by agents with a monthly human review.
Scale
from $6,000/mo
Everything in Managed, plus a named strategist one day a week.
Frequently asked questions
- What does the AI Visibility Audit include?
- Every offer on your site scored for whether an AI can answer from it; a prompt panel run across ChatGPT, Gemini, Perplexity and Claude with who is cited, which pages and how accurately; a competitor citation map; a crawler, schema and feed check; a prioritized fix list; a 90-day plan; and the 25-prompt guarantee panel. Delivered as a 15-page report with a 45-minute readout.
- How is the 25-prompt panel chosen?
- From the questions buyers in your category actually ask, weighted toward purchase intent, and agreed with you in the readout. It must include prompts you are not cited for today, or there is nothing to guarantee. Once signed, it is fixed for 90 days.
- How long does the audit take?
- About two weeks from access to readout for most businesses. Scale-size audits with 200 prompts and multiple brands take three to four. The free scan comes first either way, within one business day.
- What access do you need?
- Read access to Search Console and GA4, and a crawl of your public site. No CMS or store access is needed for the audit. For the plans, write access is scoped in the audit and every write is approved by your named owner.
- Is the audit credited if I sign?
- Yes. The full audit fee is credited against your first month on Managed or Scale if you sign within 30 days of the readout. If you do not sign, you keep the report and the plan.
- Can I buy the audit without a plan?
- Yes. It is a standalone product with its own readout. Some businesses take the fix list to their own team or agency. The guarantee applies only when we do the work.
Start with the free scan.
The scan comes first and costs nothing. If it shows work worth auditing, the email says so and quotes the audit.
LynkAI AI Visibility is a managed service of JediTeck LLC. ChatGPT, Gemini, Perplexity, Claude, Google, Shopify and other names are trademarks of their owners; LynkAI is not affiliated with or endorsed by them. AI answers are probabilistic and change daily; the guarantee covers citations on an agreed prompt panel, not rankings, traffic or revenue.