Harmful Answer Evidence Scanner
Is this negative AI answer supported by evidence, outdated, incorrect, or missing important context?
We take the answer apart claim by claim and trace each statement back to whatever produced it.
The short answer
A classified breakdown and a severity assessment, with the remediation categories that genuinely apply. The free version of this check is still being built. The work that resolves what it finds is available today.
- We show our working. Every finding names the source it came from and the date we observed it, so you can check it rather than take our word for it.
- One recommendation, not a catalogue. This check maps to one specific piece of work, decided in advance, so the finding chooses the recommendation.
- We say when nothing is wrong. If this check finds no meaningful problem, it recommends nothing at all.
What we look at
The 7 things this check examines
Nothing here is guesswork. Each item is read from what is genuinely published about your business right now.
- 1Each statement, classified as supported, potentially outdated, conflicting, unsupported, or unverifiable.
- 2The likely source evidence behind the claim.
- 3The severity and the factual risk.
- 4The reputation significance.
- 5How persistent the source is likely to be.
- 6The first party information you can correct yourself.
- 7The third party evidence gaps that remain.
If you would rather we handled it
Negative AI Answer Remediation
We find what AI engines are saying against you, trace where it comes from, and work to correct it at the source.
Every step, in order
- Take a baseline and find the statements day 6 A full check is run across every engine. Deliverable: every negative or inaccurate statement, stored with the engine that produced it.
- Trace each statement to its source day 14 Each statement is traced to what the engine is reading, because correcting the source is the only thing that actually changes the answer.
- Agree the approach for each source day 20 The approach per source is agreed with you, including anything to be sent in your name. Nothing goes out without approval.
- Correct what we control day 30 Every source you own is corrected: your pages, your profiles, your listings, and your schema.
- Request correction at sources we do not control day 38 Correction requests are sent to third party sources and tracked. Deliverable: a record of every request and reply.
- Recheck and report day 45 The same questions are rerun against the baseline. Deliverable: a before and after showing exactly what changed.
What you receive
- Every negative statement found, with the engine that said it
- The source behind each one, traced
- Corrections made or requested at each source
- A measured before and after reading
What we need from you
- Your account of anything you already know is being said, and permission to contact a source on your behalf
That is the whole list. Everything else we gather ourselves from what is already published.
Creating your account takes about a minute and costs nothing. Your price appears in your portal, beside this scope, with an approval step before anything is billed. We do not guarantee rankings or AI recommendations, because nobody can.
Create your account and see this priced
It takes about a minute. There is no credit card needed to signup, no charge, and nothing is billed.
What you are signing up to see
Is this negative AI answer supported by evidence, outdated, incorrect, or missing important context?
The work: Negative AI Answer Remediation. 6 steps over 45 days, 4 deliverables.
- 1 You create your account
- 2 We open your portal on this exact work
- 3 You see the price and the full scope
- 4 You approve it, or you do not
Before you decide
Questions people ask about this check
What exactly does the Harmful Answer Evidence Scanner look at?
We take the answer apart claim by claim and trace each statement back to whatever produced it. Specifically, it checks each statement, classified as supported, potentially outdated, conflicting, unsupported, or unverifiable, the likely source evidence behind the claim, and 5 other things listed in full on this page. A classified breakdown and a severity assessment, with the remediation categories that genuinely apply.
Can I run this check today?
Not yet. The free version of this check is still being built, and we would rather say so than show you a button that does nothing. The work that resolves what it finds, Negative AI Answer Remediation, is available today, and we can run this analysis for you as part of it.
Why does this matter to my revenue?
Nobody can delete an AI answer on request. What can be changed is the evidence those answers are built from, and that is a real, methodical piece of work.
What happens if I ask you to handle it?
We deliver Negative AI Answer Remediation as 6 separate steps over 45 days, and every step appears in your portal with its own due date so you can watch it happen without chasing anyone. You receive 4 named deliverables at the end. Nothing is billed until you have seen the full scope and approved the price.
What do you need from me?
Only what we cannot find ourselves: your account of anything you already know is being said, and permission to contact a source on your behalf. We gather everything else from what is already published about your business.
Why can I not see the price on this page?
Because a number on its own tells you very little. Create your free account and the price appears in your portal, sitting beside the full scope, the steps, the deliverables, and the delivery date, with an approval step before anything is billed. There is no card and no charge to create the account.
Will this guarantee that AI recommends my business?
No, and you should be careful with anyone who says it will. Nobody controls what an AI assistant says. What can be controlled is the accuracy, completeness, and consistency of the evidence those systems read about you, and that is the work we do. We reply within two business hours, and our working day is Monday to Friday, 9am to 6pm Pacific Time.
Often checked together
Related checks for the same problem
These look at neighbouring parts of the same picture. Businesses that need one of them usually need at least one of these.