Engagemii AEO Data Marketplace
When someone asks ChatGPT, Claude, or Perplexity for a recommendation, some businesses get named and most stay invisible. We measure which is which, for 13.0M+ US businesses, and license the whole dataset: one 0-10 score, six on-page sub-scores, seven off-page authority signals, and the AI-crawler demand data nobody else has.
13.0M+
US businesses scored
14.5M+
AI crawler reads logged
53
columns per record
Hourly
Snowflake delta refresh
FOR AGENCIES
Filter millions of scored businesses to the industries, states, and platforms you serve, and every low score is a prospect with a measurable problem you can sell the fix for. Add your own clients to the free portal and each one gets scored, monitored for AI-crawler visits, and paired with a fix kit.
Start freeFOR DATA + SAAS TEAMS
The full dataset is live on Snowflake Marketplace with hourly delta refreshes: score it, join it, embed it. Prefer files? Pull CSV, JSON, or Excel slices from the self-serve portal, or bring your own URL list and we score it back.
Open SnowflakeFOR INVESTORS + RESEARCH
Which companies can AI engines actually see, and which ones are AI crawlers reading right now? Score movement, crawl demand, and seven off-page authority signals across 13M+ US businesses, timestamped, rescored on a rolling basis. Also published as a dedicated 2026 elections dataset.
Sign up free, browse the data and build your filter inside the portal, then pay only when you're ready to download. One time - keep it forever.
Every record includes all 53 columns* - the 0 to 10 AEO visibility score (on every business), six on-page sub-scores, seven off-page authority signals, firmographics, full tech stack, payment processors, geography down to street, social profiles, and real AI-crawler demand. No field paywalls, no enterprise-only columns. The whole record, every tier.
*Where available. The AEO score is on 100% of records; other fields are populated where we have them. No subscriptions, no auto-charge - buy the records you want and they are yours.
Starter
from $1,000
10,000 records × 10¢
10¢/record
• All 53 columns included
• 25 credits
• 3 client slots
Growth
from $5,000
100,000 records × 5¢
5¢/record
• Everything in Starter, plus:
• 150 credits
• 15 client slots
Scale
from $30,000
1,000,000 records × 3¢
3¢/record
• Everything in Growth, plus:
• 50 Fix-It Kits
• 1,250 credits
• 100 client slots
• API access
Max
Contact us
3,000,000+ records
Custom quote
• Everything in Scale, plus:
• 200 Fix-It Kits
• 3,750 credits
• 500 client slots
• API + dedicated support
We crawl and score every business on the web continuously. The scorer pulls each site's homepage, parses on-page content, JSON-LD structured data, and meta tags, then runs the same AEO scoring engine that powers our paid products at engagemii.com/aeo. Each business gets one overall 0-10 score plus six on-page sub-scores.
On top of the on-page score, every record now carries seven off-page authority signals measured from public web-scale sources: backlinks, news coverage, community discussion, Reddit presence, knowledge-graph entity records, and domain trust, blended into a single authority score. Our research on 16,757 verified AI recommendations shows on-page structure and off-page authority together are what separate the brands AI names from the ones it never mentions.
We also log every AI bot visit (GPTBot, ClaudeBot, PerplexityBot, Applebot, AmazonBot, Meta AI) across our network, over 14.5 million reads and counting, and tie those hits to the business profiles they read. The aiBotHitsTotal and aiBotsSeen columns show which businesses AI engines are already ingesting, a demand signal you cannot get anywhere else.
Businesses are classified into 20 canonical categories, 100+ granular industries, and a B2B/B2C/Mixed audience type. The detectedPlatform column tells you the stack (Shopify, WordPress, Webflow, etc.) so you can filter to the platforms you know.
53 data columns per record.
aeoScore
Overall AEO score from 0 to 10: how well AI engines like ChatGPT, Claude, and Perplexity can find, parse, and cite this brand.
structuredData
Sub-score 0-10 for JSON-LD / schema.org markup quality.
contentStructure
Sub-score 0-10 for headings, sections, and answerable copy.
entityClarity
Sub-score 0-10 for how clearly the brand identifies itself as an entity.
eeaT
Sub-score 0-10 for Experience, Expertise, Authority, and Trust signals.
technicalAeo
Sub-score 0-10 for robots.txt, llms.txt, sitemaps, and crawler accessibility.
aiDiscoverability
Sub-score 0-10 for AI-engine-specific signals (allowlist, ai.txt, etc.).
offPageAuthority
Blended 0-10 authority score: how much the rest of the web vouches for this brand.
offPageBacklinks
Backlink footprint measured from web-scale crawl data.
offPageNews
News coverage signal from global news archives.
offPageCommunity
Tech and community discussion signal (forums, Hacker News).
offPageReddit
Reddit conversation footprint.
offPageEntity
Knowledge-graph / entity presence (e.g. Wikidata).
offPageDomainTrust
Domain trust from public page-rank style authority data.
aiBotHitsTotal
How many times AI bots (GPTBot, ClaudeBot, PerplexityBot, Applebot, AmazonBot, Meta AI) have read this brand's Engagemii profile. Real demand signal.
aiBotsSeen
Which AI bots have actually visited (semicolon-separated).
companyName
Brand name as it appears on their site.
domain
Root domain (e.g. shopify.com).
websiteUrl
Full URL we crawled.
businessCategory
One of 20 canonical business categories.
industry
Granular industry classification (100+ buckets like 'marketing and advertising', 'aviation & aerospace', 'civic & social organization').
employeeSize
Employee count band (e.g. 1-10, 11-50, 51-200, 201-500, 501-1000, 1001-5000, 5001-10000, 10000+).
yearFounded
Year the company was founded (when known).
audienceType
B2B, B2C, or Mixed, classified from on-page signals.
audienceConfidence
Classifier confidence 0-1.
detectedPlatform
What runs the site: shopify, wordpress, wix, webflow, woocommerce, squarespace, ghost, hubspot, etc.
pageTitle
Homepage title tag.
metaDesc
Homepage meta description.
h1Headings
Homepage H1 headings.
bodySnippet
Extract of the homepage body copy.
city
City (when known).
state
US state, lowercased.
country
Country.
hqStreet
HQ street address as extracted from the site's footer or contact page.
hqZip
5-digit or 5+4 US ZIP code.
LinkedIn URL found on the site.
Instagram URL.
Facebook URL.
X (Twitter) URL.
tiktok
TikTok URL.
youtube
YouTube channel URL.
paymentProcessors
Payment processors detected on the site (stripe, paypal, square, apple_pay, google_pay, shopify_payments, braintree, adyen, amazon_pay, affirm, afterpay, klarna, authorize_net).
subscriptionEngines
Subscription billing engines detected (recharge, skio, bold, etc.).
hasWholesale
true / false. Whether the site exposes a wholesale program or B2B pricing path.
analytics
Analytics platforms detected (ga4, gtm, plausible, fathom, mixpanel, segment, amplitude, heap, hotjar, fullstory).
emailMarketing
Email marketing or marketing automation (klaviyo, mailchimp, hubspot_forms, attentive, sendgrid, customer_io, omnisend).
liveChat
Live chat or support widget (intercom, drift, zendesk, crisp, tawk, livechat, hubspot_chat, gorgias).
reviews
Review platforms embedded on-site (yotpo, trustpilot, judge_me, okendo, stamped, reviews_io, junip, loox).
iosAppUrl
Direct App Store URL when an iOS app is found, blank when none.
androidAppUrl
Direct Google Play URL when an Android app is found, blank when none.
addedToDb
When we first added this brand.
lastUpdated
Last time any field changed.
scoredAt
Last time we re-scored this brand.
A 0-10 grade, per business, of how well AI answer engines like ChatGPT, Claude, Perplexity, and Gemini can find, parse, and cite that business. Engagemii computes it from six on-page sub-scores (structured data, content structure, entity clarity, E-E-A-T, technical AEO, AI discoverability) plus seven off-page authority signals measured from public web-scale data.
Over 12.9 million US businesses, and growing continuously as our scoring fleet processes new domains. Every headline count on this page is the live database number, not an estimate.
The Snowflake Marketplace listing refreshes on an hourly delta. Records carry scoredAt and lastUpdated timestamps so you always know the age of every field.
Three ways: query it natively on Snowflake Marketplace, pull CSV / JSON / Excel slices from the self-serve portal, or contact us for custom feeds and bulk enrichment of your own URL list.
We operate one of the largest networks of business pages on the web, and we log every AI crawler visit server-side, over 14.5 million reads by GPTBot, ClaudeBot, PerplexityBot, Applebot and others. The aiBotHitsTotal and aiBotsSeen columns tell you which businesses AI engines are actually reading, a demand signal that does not exist anywhere else.
Yes. Create a free account, browse the data, build filters, and pull a sample before paying anything. No card required to sign up.
Also available: the 2026 Elections AI Visibility dataset
1,100+ scored candidate and governor sites plus 11,000+ government sites, with FEC financials.
See the board