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AI profile · New Haven, CT

Marvin

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Marvin ranks #9 of 20 among the window replacement companies AI assistants recommend in New Haven, CT, named by 3 of the 11 assistants that answered — in the first edition we have measured for this market.

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Window & Door Replacement · New Haven, CT
#9
9th of 20 businesses AI names
First edition measured
3 of 11 assistants
DeepSeekGrokMeta AI
Edition of October 1, 2026·4 mentions
#9
Best rank
3/11
Assistants recommending
4
Mentions this edition
1
Category ranked

Which AI assistants recommend Marvin

Every assistant we ask, and what it said this edition. A customer who asks the ones marked “not naming you” hears about your competitors instead — and nothing tells you it happened.

Assistants marked “searches the web” look things up as they answer, so what they say reflects what sites say about you now. Those marked “answers from memory” (Grok, Meta AI, DeepSeek, Mistral) answer from what they learned in training, so a change to your website can take until their next update to reach them. How each one is asked.

ChatGPTNot naming youSearches the web
ClaudeNot naming youSearches the web
GeminiNot naming youSearches the web
PerplexityNot naming youSearches the web
Google AI OverviewsNot naming youSearches the web
Microsoft CopilotNot naming youSearches the web
SiriNot naming youVoice assistant
AlexaNot naming youVoice assistant
GrokRecommends youAnswers from memory
Meta AIRecommends youAnswers from memory
DeepSeekRecommends youAnswers from memory
MistralDidn't answer this editionAnswers from memory

Rank, movement and who's ahead

Each ranking Marvin holds in New Haven, CT, how it has moved edition to edition, and the businesses directly above and below it.

New Haven, CT

Window & Door Replacement

First edition measured
#9of 20
Rank history
#1#5#9#9Oct 2026

Rank history on this page begins October 1, 2026. The line draws itself as each new edition publishes.

Who's around you

The gap to close: these 5 assistants name a business ranked above you, but not you.AlexaGeminiClaudeMicrosoft CopilotSiri

Your rank by question—Who are the best window replacement companies in New Haven, CT?—Best affordable window replacement company near New Haven?#8I need a window replacement company in New Haven, CT. Who do you recommend?

Named by 3 of 11 assistants that answered · 4 mentions · edition of October 1, 2026 · see the full window & door replacement list

Want to beat your competitors?

A+ Whalley Glass Co. sits at #8, one place above you, and 5 assistants name a business above you but not you. Our platform shows Marvin which assistants skip you, which sources they read instead, and the fixes that move you up — tracked daily until the answer changes.

  • See every assistantAll 12, checked daily for your name — not once a month.
  • Know who's winning and whyThe sources each assistant read to pick a competitor over you.
  • Fix it, then prove itEvery fix tracked until the answer actually changes.
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Is this your business?

Claim it: get your badge and hear when this ranking moves

You're #9 of 20 window replacement companies AI assistants name in New Haven, CT this edition. Put the badge on your site — it links back here, names the edition it measures, and stays true when the next one publishes. We email the embed code with your confirmation, then one update per edition.

One email per edition, nothing else. You confirm by clicking the link we send — that page has the embed code.

Live · Oct 2026 Badge: Marvin is #9 of 20 window replacement companies AI assistants name in New Haven, CT, October 2026 edition
  • Proof AI can follow. Assistants weigh what independent sources say about you. The badge ties your site to a dated, third-party ranking that names you.
  • Readable by every crawler. The alt text spells out your rank, city and edition for bots that don't read images.
  • Trust at the moment of choice. Beside your phone number or booking button, it answers “are they any good?” — and one click proves it.

Common questions

Do AI assistants recommend Marvin?

Yes. In the edition of October 1, 2026, 3 of the 11 assistants that answered named Marvin when asked for window replacement companies in New Haven, CT: DeepSeek, Grok, Meta AI. It ranks #9 for window replacement companies.

Where does Marvin rank for window replacement companies in New Haven, CT?

#9 of 20, named by 3 of the 11 assistants that answered, across 4 mentions — in the first edition we have measured for this market.

How is this profile measured?

The same unbranded consumer questions go to 12 AI assistants each edition. Businesses they name are resolved to one entity, names mentioned only once are dropped as unverifiable, and rankings publish only above a sample floor. No business can pay to appear or to rank higher, including this one.

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Rankings summarize what the AI assistants answered on a fixed, unbranded question set — they are measurements of AI output, not AI Syndicate's endorsement of any business. Placement cannot be bought. Full detail in the methodology.

More in New Haven, CT: every category we track · Window & Door Replacement ranking · how this is measured