Missing from the answer
A close-fit product never enters the buyer’s consideration set.
AI DISCOVERY · B2B SOFTWARE
Your product moved on.
Did the AI answer?
Buyers ask for a solution. AI recommends a shortlist. If your newly launched or repositioned product is missing or misframed, we trace the public evidence — and turn the findings into page edits your team can publish.
AI Launch Repair Pilot €1,490 net · Fixed scope
BUILT FOR A MOMENT OF CHANGE
Product launchCategory expansionRepositioningTHE PROBLEM
A new positioning.
An old consideration set.
Your launch page tells one story. The public evidence around it may still tell another.
Product pages, comparisons and third-party sources can describe different versions of your business. An AI buying answer may omit you, flatten your differentiators or put you in yesterday’s category.
We start with a buyer question that does not name your brand. Then we ask whether the answer reveals a meaningful mismatch — or a reasonable shortlist.
Known for the old thing
The answer describes what you used to do, not what you now offer.
The wrong comparison
Your product is narrowed or compared on criteria that miss its purpose.
FROM ANSWER TO ACTION
Observe the answer.
Repair the evidence.
Every proposed edit should have a reason your product marketer can inspect.
- 01
Observe
Document unbranded buying questions, complete search-enabled answers and the sources returned with them.
Output / an answer record - 02
Trace
Compare your current product claims with cited sources, competitor framing and relevant public pages. Separate observations from hypotheses.
Output / a source and claim map - 03
Repair
Write three reviewed page-edit packages: exact changes, supporting evidence, placement and implementation checks.
Output / copy your team can publish - 04
Repeat
After your team publishes, repeat the documented questions and compare what changed — including when nothing did.
Output / a comparable follow-up record
THE WORK YOU RECEIVE
Not another finding
for the backlog.
A concrete change to a concrete page. With the evidence and checks to review it.
Your team keeps product strategy, final approval and publishing. We do the bounded investigation and prepare the repair.
Inspect an illustrative edit package ↗PAGE-EDIT PACKAGEILLUSTRATIVE
- Page & placement
- Product page · opening section
- Issue to verify
- The page describes delivery metrics but leaves the new AI-impact capability unclear.
- Proposed change
- Name the buyer, explain what AI impact means in this product, and link the claim to a verifiable capability.
- Before publishing
- Product owner checks the claim. Web team checks the rendered copy and supporting links.
Actual packages include exact copy, source references and page-specific checks.
ONE PRODUCT · ONE BOUNDED PILOT
AI Launch
Repair Pilot.
For B2B SaaS and technical software teams with a recent launch, new category or material positioning change.
A useful fit: a product marketer who can validate claims and a web or content team ready to publish the edits.
We agree the pages, buyer questions and timing before work begins. No subscription.
FIXED PILOT FEE
€1,490 net
Plus applicable VAT.
- Review of up to 5 relevant product or launch pages
- 12 buyer questions, sampled twice; 3 competitor homepages
- Documented answers, citations and a source / claim map
- 3 human-reviewed, implementation-ready page-edit packages
- One comparable repeat after publication, scheduled within the agreed 30-day pilot window
Your team implements. We confirm scope and timing personally before you commit.
BEFORE WE WORK TOGETHER
Precision over promises.
Does a missing mention mean we need a repair?
No. A product can be absent for a reasonable reason. We examine relevance, the buying intent and the alternatives before calling an omission actionable. One answer is an observation, not proof of a persistent gap.
Can you guarantee inclusion or a better ranking?
No. We cannot control what an AI system recommends. The commitment is to documented evidence, reviewed edits and a comparable repeat — not rankings, traffic or revenue.
Which AI answers do you inspect?
The pilot uses search-enabled OpenAI Responses API samples with the model, questions and sources documented. These do not represent every ChatGPT session or every AI search engine.
Will you rewrite and publish our whole website?
No. The pilot covers three specific page-edit packages within the agreed scope. Your product and web teams review the claims and publish the changes. No CMS access is required.
What happens if the repeat shows no improvement?
We report that plainly. The repeat records what changed and what did not. It does not isolate the effect of the edits from changes in search, sources or model behavior.
START WITH THE BUYER’S QUESTION
Would your next buyer
find the product you built?
Send us your product page and what changed.
We’ll review whether an AI Launch Repair Pilot fits.
Founder-led · Fixed scope · Evidence you can inspect