Of 60 answers

The most named companies in the study, and S&P 500 financials, with how many of their 60 AI answers named them.

SWIFT47/60TRANSUNION46/60EXPERIAN42/60COINSTAR41/60NAVY FEDERAL CREDIT UNION41/60ZELLE41/60BLOOMBERG L.P.38/60TRADINGVIEW38/60BANCO POPULAR DE PUERTO RICO37/60PAYPAL37/60VENMO37/60CHEXSYSTEMS33/60EQUIFAX33/60MORNINGSTAR32/60S&P GLOBAL31/60ALPACA MARKETS30/60COINBASE30/60PINWHEEL29/60STRIPE29/60XERO29/60ACORNS28/60AFFIRM28/60PAYFAST (PAYGATE)28/60PAYONEER28/60INTERACTIVE BROKERS26/60CHARLES SCHWAB19/60THE HARTFORD9/60MOODY'S21/60CME GROUP19/60ACCENTURE11/60CHUBB10/60MORGAN STANLEY6/60AMERICAN EXPRESS14/60SYNCHRONY FINANCIAL12/60FACTSET20/60NASDAQ19/60ALLSTATE11/60WELLS FARGO18/60PAYCHEX10/60ARES MANAGEMENT3/60
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Back to the study
AI visibility statementFinance AI Visibility Study 2026Issued October 14, 2026
Account holder

Allstate

allstate.comALL

Auto and home insuranceInsurance

S&P 500

Also in the US AI Visibility Study

Statement period
September 23 to 28, 2026
when the AI assistants were asked
Account no.
230 of 2,219
its rank by overall score
Place in its category
3rd of 22 auto and home insurers
Closing balance

Named in

11of 60 answers

by 3 of 4 assistants

Statement note

What this means for Allstate

AI assistants name this auto and home insurer in 18.3% of answers, much more often than the typical company in its sector, which is named in 1.7%. Its overall score is 40 out of 100, ranking 230th of 2,219 companies. Its website passes 3 of 14 technical checks for readiness with AI tools.

We asked 15 unbranded questions about its market, so no question mentioned Allstate by name. AI assistants named it in 11 of the 60 answers. Counting only how often it is named, it ranks 4th of 97 in its sector. The typical insurer is named in 1.7% of answers.

Overall score
40Overall score
  • Visibility19
  • Citations2
  • Sentiment82
  • Site quality93
  • AI readiness21
Summary of account
Named by AI in
18.3%
11 of 60 answers
Share of mentions
22.0%
of the mentions of it and its 5 peers
AI readiness
3/14
technical checks passed. Typical for its sector: 3
Rank in its sector
9 of 97
by overall score, where the typical insurer scores 28

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Line itemsSection 01

Every question, and where the company came up

Allstate came up on 7 of 15 questions. Open any window to read that answer.

  1. 01What type of coverage is best for a young family with a home and two vehicles?0/4
  2. 02Best ways to bundle car, home, and renters insurance for more comprehensive protection?1/4
  3. 03What are the best multi-line insurance providers for families needing auto and home coverage in the US?3/4
  4. 04How do rates compare for single policy plans versus bundled insurance packages?1/4
  5. 05Auto vs. home coverage: Which insurance type saves you more when bundled?2/4
  6. 06Best insurance options for people who rent and drive in the US?2/4
  7. 07What’s the difference between single-line and multi-line insurance providers?1/4
  8. 08Average cost of multi-policy insurance coverage for an individual versus a family?0/4
  9. 09Does multi-line insurance offer benefits for first-time homeowners?0/4
  10. 10Are multi-line insurance bundles a good deal for individuals with both car and property?0/4
  11. 11Other ways to protect your home, car, and personal property besides bundled insurance?0/4
  12. 12Is it worth getting renters, home, and auto insurance from the same provider?0/4
  13. 13Common reasons why claims are denied on bundled insurance policies?0/4
  14. 14How can I avoid problems when filing a claim with a multi-line insurance provider?0/4
  15. 15Alternatives to traditional multi-line insurance providers for comprehensive coverage?1/4
Total namedOpenAI: 0/15Claude: 4/15Perplexity: 3/15Gemini: 4/15All assistants: 11/60
named the companyanswered without naming itdid not answer

Columns, left to right: OpenAI, Claude, Perplexity, Gemini. Across the study, on 50% of the questions where a company is named, only one AI assistant names it.

Transaction detailSection 02

What Perplexity actually said

An answer that names the company

Perplexitynamed the company

“What are the best multi-line insurance providers for families needing auto and home coverage in the US?”

For families in the U.S. needing both auto and home coverage, the strongest multi-line insurers to consider are State Farm, USAA, Amica, Farmers, Nationwide, Erie, Progressive, and Allstate. Across 2026 bundle roundups, State Farm appears most often as a top pick for savings and broad availability, while USAA is repeatedly strong for eligible military families and Amica is often praised for customer experience and flexible bundling.

A practical shortlist by family need:

State Farm — best overall if you want a widely available bundle with strong disc …

The AI’s answer as we received it, shortened and not checked for accuracy.

PayeesSection 03

Where the mentions went

The companies these answers named, and how the mentions were split between this company and its peers.

Also named

CompanyTimes named
  1. 01
    Nationwide
    9
  2. 02
    State Farm
    9
  3. 03
    Progressive
    5
  4. 04
    GEICO
    4
  5. 05
    Liberty Mutual
    1

Share of mentions

CompanyShare
  1. State Farm
    26.0%
  2. Allstate
    22.0%
  3. Nationwide
    20.0%
  4. Progressive
    16.0%
  5. GEICO
    12.0%
  6. Liberty Mutual
    4.0%
ReferrersSection 04

Websites the AI used as sources

How many times each website was listed as a source in these answers

  1. 01
    nerdwallet.com
    23
  2. 02
    cnbc.com
    22
  3. 03
    statefarm.com
    21
  4. 04
    forbes.com
    19
  5. 05
    farmers.com
    16
  6. 06
    progressive.com
    16
  7. 07
    allstate.com (its own website)
    16
  8. 08
    justdial.com
    15
  9. 09
    usnews.com
    13
  10. 10
    thezebra.com
    13

Allstate is in the study as an auto and home insurer.

By assistantSection 05

Which AI assistants named the company

Answers naming it, out of answers received

Claude
4/15
Gemini
4/15
Perplexity
3/15
OpenAI
0/15
Market comparisonSection 06

How Allstate compares with all 2,219 companies

Every tower is a company in the study, taller for a higher overall score and lit where AI assistants named it. Its own group stays lit. Hover a tower to see it, and click to open it.

What makes up the score

Each part is scored out of 100.

Visibility
19

How often AI assistants name the company, and how that compares with its peers

Citations
2

How often AI uses the company's own website as a source

Sentiment
82

How positively AI describes the company

Site quality
93

How well built the website's own pages are

AI readiness
21

How easily AI tools can read and use the website

Visibility is calculated from the answers on this page. How the score is built.

Against its sectorSection 07

Compared with insurers

97 companies in this sector. The gold tick on each bar is the typical company.

Overall score
40
Ranks 9 of 97. Typical company: 28
Named in answers
18.3%
Ranks 4 of 97. Typical company: 1.7%
AI readiness
21
Ranks 51 of 97. Typical company: 29
Against its categorySection 08

Compared with auto and home insurers

22 companies in this category. The gold tick on each bar is the typical company.

Overall score
40
Ranks 3 of 22. Typical company: 29
Named in answers
18.3%
Ranks 3 of 22. Typical company: 1.7%
AI readiness
21
Ranks 13 of 22. Typical company: 29
AI agentsSection 09

Ready for AI agents

What this website publishes for an AI agent to read, use and pay through, on a scale of six levels.

  1. 0
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5

Level 1: Basic web presence. Two of robots.txt, a sitemap and Link headers are in place.

To reach level 2:
  • Content Signals
Can an AI agent check out here?

Not by itself. Allstate publishes none of the agent payment protocols we look for. An agent would have to click through the website like a person.

Agent payment protocols
  • x402Not present
  • MPPNot present
  • AP2Not present
  • ACPNot present
  • UCPNot present
Interfaces for AI agents
  • MCP Server CardNot present
  • A2A Agent CardNot present
  • Agent SkillsNot present
  • API CatalogNot present
  • llms.txtNot present
  • WebMCPCould not check
Show every check, for your technical team
Discoverability
77 of 100
  • robots.txtPassed

    A valid robots.txt with crawl rules at the site root.

    study: 86.1%
  • SitemapPassed

    An XML sitemap listing the pages, ideally referenced from robots.txt.

    study: 87.9%
  • Link headersNot met

    Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.

    study: 1.5%
  • DNS for AI DiscoveryNot present

    Advertise agent endpoints with SVCB records under _agents.

    study: 4.3%
Content accessibility
0 of 100
  • Markdown negotiationNot met

    Return a markdown version when asked with Accept: text/markdown, for example at the CDN.

    study: 6.2%
  • llms.txtNot met

    Publish an llms.txt with a short summary and the key links.

    study: 31.0%
Bot access control
32 of 100
  • AI bot rulesPartly met

    Add explicit robots.txt groups for the main AI crawlers.

    study: 92.7%
  • Content SignalsNot met

    Add a Content-Signal line for search, ai-input and ai-train to robots.txt.

    study: 2.3%
  • Web Bot AuthNot present

    Only relevant if you run your own agents or crawlers: publish a signing key directory.

    study: 0.3%
APIs, auth and MCP
0 of 100
  • API CatalogNot met

    List public APIs in a linkset at /.well-known/api-catalog.

    study: 1.3%
  • OAuth discoveryNot met

    Publish OpenID Connect or OAuth server metadata under /.well-known.

    study: 6.3%
  • OAuth Protected ResourceNot met

    Serve protected resource metadata at /.well-known/oauth-protected-resource.

    study: 5.3%
  • auth.mdNot met

    Publish an auth.md describing how agents sign in.

    study: 0.2%
  • MCP Server CardNot met

    Offer an MCP server and publish its server card under /.well-known.

    study: 0.8%
  • A2A Agent CardNot met

    Publish an agent card at /.well-known/agent-card.json.

    study: 0.2%
  • Agent SkillsNot met

    Publish a skills index with the main tasks agents can do.

    study: 1.0%
  • WebMCPCould not check

    Register key actions such as search or cart as WebMCP tools.

    study: 0.0%
  • ARD manifestNot met

    Publish an ai-catalog.json listing every agent interface.

    study: 0.2%

Score 25 of 100 · 97% of checks could run · checked on October 3, 2026 · www.allstate.com · 2,200 companies scanned

See how every company did, and how this was measured.

AI readinessSection 10

The checks behind the AI readiness score

3 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.

These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.

Show the 14 checks

Discoverability

  • Passedrobots.txt publishedstudy: 85.1%
  • PassedXML sitemapstudy: 79.4%
  • Not metHTTP Link headers (RFC 8288)study: 42.5%

Content Accessibility

  • Not metMarkdown content negotiationstudy: 7.4%
  • Not metllms.txt publishedstudy: 28.1%
  • PassedToken budget (page weight)study: 97.3%

Bot Access Control

  • Not metExplicit AI bot rulesstudy: 11.5%

API / Auth / MCP

  • Not metAPI Catalog (.well-known/api-catalog)study: 1.1%
  • Not metOAuth Authorization Server discoverystudy: 5.2%
  • Not metOAuth Protected Resource discoverystudy: 4.6%
  • Not metMCP Server Cardstudy: 0.2%
  • Not metA2A Agent Cardstudy: 0.0%
  • Not metWebMCP toolsstudy: 0.3%
  • Not metAgent Skills declaredstudy: 0.1%
AI crawlersSection 11

What AI crawlers may read (robots.txt)

This website sets no rules for any AI crawler by name, like 86% of the websites whose rules we could read. Every AI crawler follows its general rules.

Training AI

  • GPTBotpartly
  • ClaudeBotpartly
  • Anthropic-AIpartly
  • Google-Extendedpartly
  • Applebot-Extendedpartly
  • Meta-ExternalAgentpartly
  • FacebookBotpartly
  • Bytespiderpartly
  • CCBotpartly
  • Diffbotpartly
  • Omgilibotpartly

AI search

  • OAI-SearchBotpartly
  • Claude-SearchBotpartly
  • PerplexityBotpartly
  • Applebotpartly
  • Amazonbotpartly
  • YouBotpartly

Answering questions

  • ChatGPT-Userpartly
  • Claude-Userpartly
  • Perplexity-Userpartly
  • DuckAssistBotpartly
  • MistralAI-Userpartly

Read from the website’s own rules file (robots.txt). An asterisk marks a crawler the file names. The rest follow its general rules. “Partly” means only some pages are blocked.

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ShareSection 12

Share this result

Overall score 40 of 100 badge for Allstate

A badge of this result that you can show on your own website. Copy the code below.

<a href="https://aeo-audit.rezolve.com/us/finance/allstate.com"><img src="https://aeo-audit.rezolve.com/finance/badges/allstate.com.svg" alt="Overall score 40 of 100, Finance AI Visibility Study 2026" width="280" height="64"></a>
End of statement
All 2,219 companiesHow we measured this
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