AI answer visibility — measured, not guessed

See how AI answer systems present your brand when buyers compare options.

AnswerLedger runs a documented set of buyer-intent prompts across selected AI surfaces, then delivers the archived outputs, classifications, screenshots, practical priorities, and limitations. Every finding is traceable to a prompt, tested surface, date, and source response.

Fully async. Complete inputs and prepayment are confirmed before the 48-hour delivery window begins.

Cover of the AnswerLedger AI Visibility Snapshot demonstration report for Loom

Demonstration sample — independently produced. Loom is not a client.

15
Buyer-intent prompts
Locked before testing; entered without edits.
3
Tested AI surfaces
GPT, Gemini, and Perplexity access points.
60
Archived outputs
Under the demonstrated Snapshot protocol: 45 base outputs plus 15 additional headline outputs.

Controlled directional baseline — not a claim about every possible buyer experience.

01 / The problem

Your buyers use AI before they reach your website.

Buyers ask AI systems which products to shortlist, how vendors compare, and which tools fit a specific use case. Those answer journeys are difficult to observe through conventional website analytics. A controlled Snapshot makes one defined part of that environment visible — without pretending to measure every buyer or every answer.

02 / The deliverable

One Snapshot. Every finding traceable.

  1. Define

    Confirm the company, competitors, category, and buyer context.

  2. Test

    Run 15 locked buyer-intent prompts across 3 tested AI surfaces, plus one additional run for 5 headline prompts.

  3. Classify

    Record presence, recommendation, competitive exposure, framing, and meaningful differences.

  4. Deliver

    PDF report, raw evidence, 3 annotated screenshots, 3–5 quick wins, one recommended next step, async walkthrough, and one batched Q&A round.

NoteResults are directional and time-bound. AI outputs can change by surface, access method, date, location, and context.

03 / The Snapshot

Start with the Snapshot.

Snapshot

$250 · 100% prepayment

  • 15 prompts across 3 tested AI surfaces
  • 45 base outputs
  • 15 additional headline outputs
  • 60 archived outputs in total
  • PDF report
  • Raw evidence/data
  • 3 annotated screenshots
  • 3–5 quick wins
  • One recommended next step
  • Async Loom walkthrough where applicable
  • One batched Q&A round
  • Delivered within 48 hours from the later of confirmed payment and complete inputs
Request the $250 Snapshot

How the request works

Request the Snapshot by email. AnswerLedger confirms three inputs, scope, and an available delivery slot before issuing the invoice. Production begins after confirmed payment.

Deeper audits or ongoing monitoring may be available after an initial paid engagement.

Run an agency?

White-label Snapshots your agency can deliver under the agreed branding, without building an internal research and reporting workflow. See the Agency Pilot.

04 / The evidence

See the evidence before you buy.

The Loom demonstration shows the complete reporting approach: frozen prompts, archived outputs, classifications, cross-surface findings, evidence excerpts, recommendations, and explicit limitations. It was independently produced and was not commissioned, reviewed, or endorsed by Loom, Atlassian, or any other brand discussed.

Demonstration sample
First page of the Loom demonstration Snapshot: 15 buyer-intent prompts, 3 tested AI surfaces, 60 archived outputs

05 / The boundary

A diagnosis, not a ranking promise.

AnswerLedger does not promise rankings, traffic, leads, revenue, or inclusion in any AI answer. The deliverable is an evidence-based diagnosis of what appeared under the tested protocol, where meaningful gaps or inconsistencies were observed, and which actions are most directly tied to those findings — prioritized actions tied to the observed evidence.

06 / The process

No calls required.

  1. Request the Snapshot.

  2. Provide the three required inputs.

  3. Confirm scope and delivery slot.

  4. Receive the invoice.

  5. Production begins after payment.

  6. Receive the report, raw evidence, and async walkthrough.

  7. Send one batched round of questions.

07 / FAQ

Questions, answered in writing.

What inputs do you need from me?

Three things: your company or product URL, your category or primary use case, and your key competitors. That's the complete input set — nothing sensitive, no account access, no credentials.

When does the 48-hour window begin?

From the later of two events: confirmed payment and complete inputs. If payment lands Monday but the competitor list arrives Wednesday, the window begins Wednesday.

Do you implement the fixes?

No. AnswerLedger is a diagnostic service, not an implementation agency. The Snapshot delivers an evidence-based diagnosis and prioritized actions tied to the observed evidence. Implementation stays with your team or your agency.

What does the batched Q&A round include?

One round of follow-up questions about the report, collected in a single email and answered together — in writing or as a recorded async walkthrough. Batching keeps answers precise and turnaround fast.

How does payment work?

The Snapshot is 100% prepayment. After you request it, AnswerLedger confirms scope, inputs, and an available delivery slot, then sends a single invoice. Production begins after confirmed payment and complete inputs.

Will another user see the same AI answers?

Not necessarily. The Snapshot follows a documented, repeatable protocol, but AI outputs can change by surface, access method, date, location, and context. Findings are a controlled directional baseline, and the report states its limitations explicitly.

See what the tested AI surfaces show.

Request a $250 Snapshot and receive a controlled, traceable baseline for your brand and competitive set.

Or review the methodology first.