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Built for SEO & Content Agencies

Show clients where AI answers cite competitors, not them.

Reverb turns buyer-intent prompts into a client-ready AI visibility scorecard: sampled visibility, competitor share of voice, prominence, and the citation domains pulling answers away from your client.

Start a ScorecardView the $99 Report
125
answer samples
4
prominence states
40
review labels
Sample report
AI Visibility ScorecardSample report

Acme Support

customer support software audit for acmesupport.example

TrustedPrint-ready HTML
Visibility rate
38%
48/125 sampled answers
Sample design
25 x 5
buyer-intent prompts, repeated
Surface
Sonar
Perplexity Sonar API
Judge agreement
91%
40 hand-labeled answers

Share of voice

Acme Support48/125 · 38%
Helpwise71/125 · 57%
Northdesk54/125 · 43%
Ticketbay39/125 · 31%

Prominence

Primary recommendation
11 answers · 9%
Listed
28 answers · 22%
Passing mention
9 answers · 7%
Absent
77 answers · 62%

Citation-source map

Primary action surface
DomainAnswer shareTarget citesCompetitor pullGap
g2.com44%1Helpwise, NorthdeskCompetitors cited in comparison lists where the target is absent.
forrester.com22%0HelpwiseAuthority source appears in recommendation answers but never cites target.
supportbench.io18%0TicketbayCompetitor education content feeds buyer-intent answers.

The Agency Problem

AI visibility is easy to ask about and hard to prove.

Clients can see competitors showing up in AI answers. What they cannot see is the evidence layer: which domains the answer used, how often the brand appeared, and whether it was actually recommended.

Reverb gives agencies a focused proof artifact. It is built for the meeting where you need to explain the gap, defend the method, and turn the next source investments into a clear plan.

Source-Gap Map

Turn “we are missing” into the domains that explain why.

Reverb separates category sources, target citations, and competitor-only sources. The report shows where AI answers pull authority from today, then highlights the domains where competitor visibility is being built without your client.

Competitor-Only Source Signals

g2.com

High answer share

Competitors appear in comparison answers where the client is absent.

forrester.com

Authority citation

AI answers cite the category source, but not the target brand.

vendor-guide.io

Competitor pull

Rival education content feeds buyer-intent recommendations.

What the Report Scores

The metrics agencies need before recommending content, PR, or authority work.

Visibility Rate

How often the target brand is mentioned across repeated search-grounded answer samples, always shown with sample size.

Share Of Voice

The target and named competitors scored against the same prompts, so the gap is visible in the client conversation.

Prominence

Recommendations are separated from list mentions and passing mentions, because appearing is not the same as leading.

Citation-Source Map

The domains AI answers use as evidence, grouped into category sources, target citations, and competitor-only gaps.

Validation Badge

A human review queue checks about 40 judgments and turns agreement into a clear trust status for the report.

Audit Trail

Approved prompts, raw answers, citations, normalized domains, judgments, and aggregates stay attached to the scorecard.

How Agencies Use It

From buyer questions to a report your client can inspect.

  1. Frame The Buyer Questions

    Start with the prompts a real buyer would ask when comparing vendors in the category.

  2. Approve The Scorecard Setup

    Lock the target brand, canonical domain, aliases, named competitors, and final prompt list before spend.

  3. Sample Search-Grounded Answers

    Run each approved prompt multiple times and judge every answer with the same structured schema.

  4. Turn Sources Into Actions

    Show which domains influence the category, where competitors are cited, and where the client is missing.

Built for the Sales Conversation

A sharper artifact for audits, teardown-led outbound, and retainer expansion.

The best agency proof does not just say a brand is losing. It shows the prompts, samples, citations, and competitor pull behind the loss.

  • Win the first AI search audit conversation with evidence clients can inspect.
  • Give outbound prospects a source-gap teardown instead of another generic pitch.
  • Prioritize digital PR, comparison pages, and third-party source work from one report.
  • Create a validation-backed before-state before selling ongoing AI visibility work.

Methodology You Can Defend

Search-grounded samples, fixed judging, citation metadata, and human validation in one report.

Trusted status at 85% agreement

Pricing

One credit. One client-ready source-gap report.

Buy a focused AI Visibility Scorecard for the next audit, teardown, or prospect conversation. A credit runs 1 approved report and does not renew.

AI Visibility Scorecard

Report credit

One-time
$99per report credit

Your team approves the brand, competitors, aliases, and prompt set before the credit is used. The result is one shareable source-gap report.

Buy report credit

Sign in to purchase, then approve setup before the credit is used.

What the credit includes

  • One target brand, alias map, and named competitor set
  • 10-30 buyer-intent prompts sampled five times each
  • Visibility rate, share of voice, and prominence distribution
  • Citation-source map with competitor-only source gaps
  • Validation badge from hand-labeled answer agreement
  • Unlisted, print-friendly report for client teardown decks
Clear billing: a paid order creates one consumable report credit for the signed-in user. Reverb does not turn that credit into an ongoing plan.

FAQ

Clear scope before the first report.

Is Reverb a recurring monitor?

No. A $99 report credit buys 1 AI Visibility Scorecard for 1 approved target and competitor set. It does not renew or start a monitoring plan.

Which AI answer surface is measured?

The current scorecard samples Perplexity Sonar because it is search-grounded and returns citation metadata. The report names the measured surface so the scope is clear.

What is a source gap?

A source gap is a cited domain that helps competitors appear in AI answers while the target brand is missing. It turns visibility loss into a concrete source list.

How are the numbers validated?

Reverb samples answer judgments for human review, compares labels against the structured judge output, and shows the resulting trust status on the report.

Can agencies share the report with clients?

Yes. Each completed scorecard has an unlisted report link and print-friendly HTML for teardown decks, kickoff calls, and prospect follow-up.

Ready for the First Teardown

Run the scorecard before your next AI search audit call.

Bring the visibility gap, competitor pull, citation domains, and validation status into the same client-ready artifact.

Start a ScorecardSee Pricing