@LeMansLabs

We read the public record on a company or founder and tell you what it says. Minutes, not weeks. Every finding shows its source.

lemanslabs.com
Joined August 2024
  • Tweets182
  • Following27
  • Followers158
124Media
Correcting an assistant in the chat reaches one reader: you. The new piece covers where the correction goes instead, and in what order: what you can publish today, what you can claim, what has to be earned.
LEMANS LABS visual: a man in a navy overshirt sitting on a table edge by a window. Text: "Where does a wrong answer get fixed?"

ALT LEMANS LABS visual: a man in a navy overshirt sitting on a table edge by a window. Text: "Where does a wrong answer get fixed?"

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Full piece: medium.com/@lemanslabs/6b964…

You Corrected the Assistant. Nothing Changed.

Why an AI answer about you survives being corrected in the chat, and the five places the correction actually has to go.

medium.com
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Read your own profiles for tense. Roles held, companies built, years listed: almost all of it finished. Somebody deciding whether to back you is reading for what comes next, and that sentence exists only if you wrote it.
LEMANS LABS visual: a woman in a camel coat standing by a tall window, smiling. Text: "Your record is written in the past tense."

ALT LEMANS LABS visual: a woman in a camel coat standing by a tall window, smiling. Text: "Your record is written in the past tense."

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Founder X-Ray scores this as Positioning, about yourself only, against a published rubric: lemanslabs.com/founder-x-ray…

Founder X-Ray™

Discover how the world sees you. Your public record read section by section: reputation, authority, digital footprint and AI search presence. $29.

lemanslabs.com
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Ask Perplexity what your company does, then read whose words it used. If none of them are yours, the positioning lives on one page, and it is the one you wrote.
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Company X-Ray scores Brand as one of six dimensions, with the evidence printed in the report: lemanslabs.com/company-x-ray…

Company X-Ray™

An outside-in read of your company: positioning, competitors, brand, SEO, trust and AI visibility. Scored, sourced, with a 90-day plan. $39.

lemanslabs.com
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You corrected the assistant. It apologised, agreed, and wrote a better paragraph. Then somebody else asked the same question in a new conversation, and your correction was not in it. Here is where a wrong answer actually gets fixed.
LEMANS LABS card: "You corrected the assistant. Nothing changed."

ALT LEMANS LABS card: "You corrected the assistant. Nothing changed."

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more replies
Then ask again in a new conversation, not the one you corrected, signed out if you can, and once more on a different assistant. That is closer to the answer a stranger gets. Save this for the day an assistant gets you wrong.
LEMANS LABS card: "Ask again in a new conversation."

ALT LEMANS LABS card: "Ask again in a new conversation."

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Executive Package reads both sides, the company and you, as two separate reports, each against its own published rubric: lemanslabs.com/executive-pac…

Executive Package

The Company X-Ray and the Founder X-Ray in full, as two separate reports, each with its own score and its own 90-day plan. $59, less than the two bought separately.

lemanslabs.com
Ten minutes, one number: search your own name in a window that isn't signed in, and count how many results on the first page you could edit before lunch. Wrote down what the count means, and why it moves slower than anything else.
LEMANS LABS visual: a woman leaning against a pale wall, arms folded, looking away. Text: "How much of your first page could you change today?"

ALT LEMANS LABS visual: a woman leaning against a pale wall, arms folded, looking away. Text: "How much of your first page could you change today?"

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Full piece: medium.com/@lemanslabs/63919…

Count What You Own on the First Page of Your Name

A ten-minute exercise that produces one number, and the reason that number moves slower than anything else you are measuring.

medium.com
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Ask Claude what people in your category are trying to do, then look at which of those things your site has a page for. The gap is not a content plan. It is demand that already exists, already searched, with nothing of yours to land on.
LEMANS LABS visual: a man in a linen shirt standing at a kitchen counter, looking down. Text: "There's a page you haven't written yet."

ALT LEMANS LABS visual: a man in a linen shirt standing at a kitchen counter, looking down. Text: "There's a page you haven't written yet."

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Company X-Ray scores that gap as one of six dimensions, with the evidence: lemanslabs.com/company-x-ray…

Company X-Ray™

An outside-in read of your company: positioning, competitors, brand, SEO, trust and AI visibility. Scored, sourced, with a 90-day plan. $39.

lemanslabs.com
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Two records answer for you, yours and the company's, and they are not equals. One is carrying the other right now. Which one it is depends on how old the business is, and neither page will ever tell you.
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Executive Package reads both, each against its own published rubric: lemanslabs.com/executive-pac…

Executive Package

The Company X-Ray and the Founder X-Ray in full, as two separate reports, each with its own score and its own 90-day plan. $59, less than the two bought separately.

lemanslabs.com
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