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Subcategory · AI Citation Index

Government & Public Sector

Government software procurement reveals a paradox: 37% shortlist rate for Tyler Technologies and 35% for OpenGov despite 0% prompt coverage suggests buyers rely heavily on existing vendor relationships or peer recommendations rather than articulating specific requirements. The 46 consensus brands indicate a fragmented market where specialized solutions coexist, yet only 12 brands reach formal evaluation—pointing to high switching costs and risk-averse procurement cultures that favor established players.

159 discovery queries · 150 head-to-heads · refreshed Oct 22, 2026

Discovery stage

The shortlist

Across 159 buyer-style "Government & Public Sector" queries

5%14%23%32%41%Coverage — share of discovery prompts where the brand surfaces48%58%67%77%86%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Salesforce
3/6
2Atlassian
2/6
3Submittable
2/6
4Opengov
2/6
5Hyperproof
2/6
1Opengov
4/6
2Streamline
3/6
3Dynamics Inc
3/6
4Submittable
2/6
5SAP
2/6
1Opengov
6/6
2Granicus
5/6
3Accela
4/6
4Streamline
4/6
5Tyler Technologies
4/6
1Dynamics Inc
4/6
2Granicus
3/6
3Quorum
3/6
4Streamline
3/6
5Salesforce
2/6
1Tyler Technologies
4/5
2Opengov
4/5
3Tyler Enterprise Records Management
4/5
4Tylertech
4/5
5CentralSquare Public Safety & Justice
3/5
1Tyler Technologies
3/5
2Esri
3/5
3Accela
2/5
4Salesforce
2/5
5Dynamics Inc
2/5
1Accela
3/5
2Salesforce
3/5
3Oracle
3/5
4Tyler Technologies
2/5
5Dynamics Inc
2/5
1Tyler Technologies
4/5
2Dynamics Inc
3/5
3Oracle
3/5
4Opengov
3/5
5Knowledge
2/5
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · public-sector

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 4/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand07132026Evaluation prompts cited inmedian citation ratemedian exposure

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X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 4/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

781 citations captured across Government & Public Sector prompt runs.

Vendor pages

210

Product, help, and marketing pages from tracked vendors

Independent sources

189

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Government & Public Sector questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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See the full Government & Public Sector leaderboard →