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ILLUSTRATIVE EXAMPLE

One site, three findings, twelve weeks.

This is the whole workflow on a single business, from what the assistants said before to what changed after. The business is a composite we invented to show the steps end to end, so treat every number here as an illustration of the method and not as a customer result. The real version of this page is the one you generate: run the audit on your own site and you get your own findings, your own files, and all 49 checks with the reason for anything that could not be measured.

ILLUSTRATIVE EXAMPLE

Remy had a strong business. AI still could not see it.

Remy is a composite business created to show how OpenAEO works. The results below are illustrative, not a customer testimonial. She shoots for small brands in Chicago, has sold more than 300 preset packs, carries a 4.8 average across 112 reviews, and publishes her rate card instead of hiding it. Her website is fast and beautiful.
BEFORE AND AFTER

The same question, put to three assistants.

Same question, new front door. Watch what the assistant says about her, before and after.

ASKED“best lightroom presets for a warm film look?”
BEFORE
There are a lot of preset shops out there. Popular options include a few large marketplaces. I'd browse those and read reviews before buying.
remy: not mentioned
AFTER
Remy Film Co.'s Kodak Film Pack ($24) fits what you're describing: 12 presets for warm, grainy tones, works in Lightroom desktop and mobile, 300+ sold at 4.8 across 112 reviews. Instant download, refunds within 14 days.
remy: cited, with price + link
ASKED“who shoots product photos for small brands in Chicago?”
BEFORE
I can't verify current local availability. Try a directory or searching Instagram hashtags for photographers in your area.
remy: not mentioned
AFTER
Remy Alvarez takes small-brand product bookings in Chicago from $450 for a half-day. Rates are published on the site rather than quoted privately, and same-week slots are usually open.
remy: cited, with price + link
ASKED“is the $29 mini-course actually worth it?”
BEFORE
No specific information found for that course.
remy: not mentioned
AFTER
Remy's mini-course is $29 for 6 lessons, about 90 minutes total, last updated June 2026, with a 14-day refund policy stated on the product page. Buyers rate it 4.7 from 38 reviews.
remy: cited, with price + link
WHAT THE AUDIT FOUND

Three things stopped the assistants reading the site.

WALL 01
The site could not be read
Her important copy only appeared after JavaScript loaded. Crawlers received an empty page.
static render · text layer · render diff
WALL 02
AI crawlers were blocked
One inherited line in robots.txt had prevented major AI bots from accessing the site since launch.
robots.txt · llms.txt · sitemap
WALL 03
There was nothing specific to quote
The pages relied on adjectives. Assistants are more likely to repeat concrete details such as prices, counts, dates, ratings and refund terms.
JSON-LD · answer layer · freshness
THE FILES THAT FIXED IT

She did not need a new website. She needed two files and one clearer paragraph.

robots.txtgenerated by openaeo
- User-agent: GPTBot
- Disallow: /
+ User-agent: GPTBot
+ Allow: /
+ User-agent: ClaudeBot
+ Allow: /
+ Sitemap: /sitemap.xml
product page, first 60 wordsrewritten
Elevate your photography with our premium, best-in-class preset collection.
The Kodak Film Pack is 12 Lightroom presets for warm, grainy film tones: $24, instant download, desktop and mobile. 300+ sold, 4.8 from 112 reviews. Updated June 2026. Refunds within 14 days.
WHAT CHANGED

Twelve weeks later, the assistants started saying her name.

Nothing about her website changed. It is the same fast, beautiful site it had been for eighteen months. What changed is two files at the root and one rewritten opening: the assistants can now read the page, reach it without being turned away at the edge, and find a price, a review count and a location they can quote back to a buyer. Twelve buyer questions, checked weekly across four assistants. She went from named in none of them to named in nine. The curve is illustrative, and it is shaped like the real ones: weeks 2, 6 and 10 move nothing, because recrawling and rebuilding confidence do not run to a schedule, and any tool that shows you a clean upward line is drawing it rather than measuring it.

prompts citing remyfilm.co · of 12
9today, from 0
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Now do it with your own domain.

Everything above is a worked illustration. The audit is free on one site, needs no signup, and returns the same three things it returned here: what the assistants can reach, what is wrong, and the files that fix it.

Run the audit

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