Generative Pulse Summit · · New York CityLearn more about the premier GEO event of the year

See the evidence behind AI’s story.

Trace portrayals to exact answers, claims, citations, cited passages, coverage, and source dates; then see where the evidence environment needs to change.

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Your website is one source. AI’s story is assembled from a much larger evidence environment.

Which sources support this portrayal?

Is the cited information current and on-message?

Which outlets and journalists can help close the evidence gap?

Move from a score to the exact supporting evidence.

Generative Pulse preserves the response, citations, cited passages, source types, and dates behind each portrayal. That makes it possible to separate a true source problem from a weak message, outdated fact, or model-specific interpretation.

  • Inspect the exact language AI used and the claims it made.
  • Classify evidence across owned, third-party, reference, review, and public-conversation sources.
  • Identify stale, missing, or contradictory support.
Connected evidenceNorthstar Airways
01
Answer

Recovery described as inconsistent

02
Claim

Same-day rebooking is the evidence gap

03
Sources

Earned, reference, and owned evidence inspected

Connect AI answers to the media landscape.

A direct connection to Muck Rack media data helps teams understand relevant coverage, outlets, journalists, and emerging stories behind a narrative gap. That journalist and outlet context is continually maintained by Muck Rack’s editorial team and the people it profiles.

  • Find journalists with demonstrated relevance to the exact issue.
  • Review contact preferences and recent coverage before outreach.
  • Connect third-party coverage and outreach actions to the portrayal they are meant to improve.

Give every team the same evidence trail.

SEO, content, PR, communications, brand, and technical teams can work from the same answer-level evidence instead of debating which dashboard or anecdote is correct.

  • Link findings directly to the supporting answers and sources.
  • Show why an action is recommended, not only what to do.
  • Preserve provenance from detection through resolution.
Design principlesInspectable by default
01Exact cited passage
02Source type and date
03Media context

The evidence stays attached as work moves forward.

Your website is one source. AI’s story is assembled from a much larger evidence environment.

Select the claim

Start with the precise sentence, comparison, omission, or factual issue that matters.

Inspect the sources

Review citations, passages, dates, source types, and the surrounding evidence environment.

Close the evidence gap

Choose the owned, earned, technical, or operational response supported by the diagnosis.

Frequently Asked Questions

What sources can shape an AI answer?

AI answers can draw on owned websites, third-party coverage, reference sources, reviews, public conversations, structured data, and other accessible information. The relevant source mix varies by AI system, question, audience, and time.

Does Generative Pulse show citations and cited passages?

Generative Pulse retains citations and the surrounding tracked-answer context so teams can inspect which sources and passages are associated with a claim or portrayal.

How does Muck Rack media data help?

Generative Pulse is a Muck Rack company. Its direct connection to Muck Rack media data helps Generative Pulse relate AI portrayals to relevant media coverage, outlets, journalists, and emerging stories. Muck Rack continually maintains its journalist and outlet context with editorial work and profile updates from journalists themselves.

Is source intelligence only for PR teams?

No. PR can act on earned-media gaps, while SEO, content, brand, digital, and technical teams can use the same evidence to improve owned content, technical access, factual accuracy, and positioning.

Change AI's narrative

See how Generative Pulse can help your team understand AI portrayal, trace the evidence, and decide what to do next.

Book a demo