GEO AUDIT  ·  BRAND-ONLY

Peregrine.

A look at how Peregrine is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Siteperegrine.io
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedSeptember 10, 2026  ·  by AUQ
AI Visibility Score
43
out of 100. Low band. Peregrine is cited in 13 of 39 AI answers. It shows up on Law Enforcement Data Integration, Real Time Crime Center, Peregrine. It is absent on Public Safety Software, Investigative Analytics, Government Operational Intelligence.
Verified AI Overview citations
13
Peregrine's brand is cited in 13 of the 39 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 39 of 39 tracked queries.
Citation rate when AI answers
33%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Peregrine scores 43 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Peregrine is cited in 13 of 39 AI answers. It shows up on Law Enforcement Data Integration, Real Time Crime Center, Peregrine. It is absent on Public Safety Software, Investigative Analytics, Government Operational Intelligence.

AI answers fire on 100% of tracked queries, yet Peregrine is quoted in only 33% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
43
Low band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear100 / 100
  • Inclusion in category answers44 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand50 / 100
  • Topic coverage breadth50 / 100
  • Your pages being quoted33 / 100
IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Public Safety Software

Operational AI for High-Criticality Organizations Funding announcement Announcing our $250 million Series D. Hear about our next phase of growth from CEO Nick Noone. Read the letter × Solutions + Law enforcement Corrections Fire-rescue EMSperegrine.io, 2026

Differentiators it leads with: Public Safety Software, Law Enforcement Data Integration, Investigative Analytics, Real Time Crime Center.

What Google's AI says

Recognized in AI answers for Law Enforcement Data Integration, Real Time Crime Center, Peregrine

Cited as a provider on Law Enforcement Data Integration, Real Time Crime Center, Peregrine queries.
Appears alongside youtube.com, YouTube, motorolasolutions.com.
The core gap
Peregrine presents as public safety software, law enforcement data integration, investigative analytics, real time crime center, government operational intelligence. AI Overviews cite it on Law Enforcement Data Integration, Real Time Crime Center, Peregrine and it is absent on Public Safety Software, Investigative Analytics, Government Operational Intelligence.
Words AI uses for the brand
Law Enforcement Data IntegrationReal Time Crime CenterPeregrine
The brand's own pillars that AI omits
Public Safety SoftwareInvestigative AnalyticsGovernment Operational IntelligenceCited source on vendor and comparison queries
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
Law Enforcement Data IntegrationOwnedpositioning
Real Time Crime CenterOwnedpositioning
PeregrineOwnedcomparison
Public Safety SoftwareInvisiblepositioning
Investigative AnalyticsInvisiblepositioning
Government Operational IntelligenceInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Peregrine appears on 3 of 6 themes.

Solution Aware. Owned on Law Enforcement Data Integration, Real Time Crime Center, Peregrine; absent on Public Safety Software, Investigative Analytics, Government Operational Intelligence.

Alternatives. 4 themes name the brand without citing it; 22 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
39
100% of tracked queries trigger an AI Overview.
Times brand cited
13
33% citation rate when AI answers.
Total brand mentions
17
Across all observed AI responses.
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Peregrine's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

QueryTypePeregrine in the AI answerTop sources cited
best public safety softwarePositioningAbsenttylertech.com, motorolasolutions.com, appsruntheworld.com
public safety software vendorsPositioningAbsenthexagon.com, soundthinking.com, tylertech.com
public safety software solutionsPositioningAbsentmotorolasolutions.com, tylertech.com, caliberpublicsafety.com
public safety software softwarePositioningAbsentmotorolasolutions.com, octave.com, tylertech.com
public safety software platformPositioningAbsentoctave.com, hexagon.com, tylertech.com
top public safety software providersPositioningAbsenttylertech.com, researchandmarkets.com, readycontacts.com
public safety software comparisonPositioningAbsentcaliberpublicsafety.com, findalternatives.net, guideflow.com
best law enforcement data integrationPositioningAbsentaxon.com, cognyte.com, soundthinking.com
law enforcement data integration vendorsPositioningCitedperegrine.io, soundthinking.com, facebook.com
law enforcement data integration solutionsPositioningCitedsoundthinking.com, sas.com, risk.lexisnexis.com
law enforcement data integration softwarePositioningCitedsas.com, cognyte.com, ignytegroup.com
law enforcement data integration platformPositioningCitedperegrine.io, soundthinking.com, sas.com
top law enforcement data integration providersPositioningCitedperegrine.io, soundthinking.com, cognyte.com
law enforcement data integration comparisonPositioningCitedperegrine.io, sciencedirect.com, soundthinking.com
best investigative analyticsPositioningAbsentcognyte.com, babelstreet.com, datawalk.com
investigative analytics vendorsPositioningAbsentcognyte.com, siren.io, boozallen.com
investigative analytics solutionsPositioningAbsentcognyte.com, motorolasolutions.com, soundthinking.com
investigative analytics softwarePositioningAbsentcognyte.com, gartner.com, boozallen.com
investigative analytics platformPositioningAbsentcognyte.com, police1.com, boozallen.com
top investigative analytics providersPositioningAbsentboozallen.com, cognyte.com, ascia.org
investigative analytics comparisonPositioningAbsentcognyte.com, cellebrite.com, police1.com
best real time crime centerPositioningCitedaxon.com, policechiefmagazine.org, slmpd.org
real time crime center vendorsPositioningNamed, not citedaxon.com, police1.com, motorolasolutions.com
real time crime center solutionsPositioningCitedverkada.com, motorolasolutions.com, axon.com
real time crime center softwarePositioningCitedaxon.com, seattle.gov, police1.com
real time crime center platformPositioningCitedaxon.com, police1.com, genetec.com
top real time crime center providersPositioningNamed, not citedaxon.com, shreveportla.gov, police1.com
real time crime center comparisonPositioningCitedpolice1.com, nij.ojp.gov, crimrxiv.com
best government operational intelligencePositioningAbsentsplunk.com, seerist.com, bitsight.com
government operational intelligence vendorsPositioningAbsentseerist.com, digitalstakeout.com, palantir.com
government operational intelligence solutionsPositioningAbsentseerist.com, ibm.com, aws.amazon.com
government operational intelligence softwarePositioningAbsentesri.com, aws.amazon.com, broadcom.com
government operational intelligence platformPositioningAbsentopsveda.com, seerist.com, aws.amazon.com
top government operational intelligence providersPositioningAbsentbitsight.com, boozallen.com, seerist.com
government operational intelligence comparisonPositioningAbsentflashpoint.io, sciencedirect.com, pangearesearch.substack.com
alternatives to PeregrineComparisonNamed, not citedsoundthinking.com, allaboutbirds.org, reddit.com
Peregrine vs PalantirComparisonNamed, not cited9thstreetjournal.org, reddit.com, instagram.com
Peregrine vs AxonComparisonCitedsourceforge.net, peregrine.io, slashdot.org
Peregrine vs Mark43ComparisonCitedmark43.com, cbinsights.com, bouncewatch.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 67% of AI-answer queries

Peregrine is cited in 13 of the 39 AI answers we triggered.

02

AI misreads the category

Peregrine presents as public safety software, law enforcement data integration, investigative analytics, real time crime center, government operational intelligence. AI Overviews cite it on Law Enforcement Data Integration, Real Time Crime Center, Peregrine and it is absent on Public Safety Software, Investigative Analytics, Government Operational Intelligence.

TOP THREE MOVES
01

Win presence on Public Safety Software

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
youtube.com11Cited on 11 of the queries we tested.
YouTube11Cited on 11 of the queries we tested.
motorolasolutions.com9Cited on 9 of the queries we tested.
Motorola Solutions9Cited on 9 of the queries we tested.
cognyte.com8Cited on 8 of the queries we tested.
sas.com8Cited on 8 of the queries we tested.
Cognyte8Cited on 8 of the queries we tested.
SAS: Data and AI Solutions8Cited on 8 of the queries we tested.
researchandmarkets.com7Cited on 7 of the queries we tested.
Research and Markets7Cited on 7 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Peregrine is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Peregrine on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 11 of the tested queries.
YouTubeCited on 11 of the tested queries.
motorolasolutions.comCited on 9 of the tested queries.
Motorola SolutionsCited on 9 of the tested queries.
cognyte.comCited on 8 of the tested queries.
sas.comCited on 8 of the tested queries.
CognyteCited on 8 of the tested queries.
SAS: Data and AI SolutionsCited on 8 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Peregrine is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Public Safety Software, Investigative Analytics, Government Operational Intelligence.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.