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thoughtbot

Custom software development Β· United States

thoughtbot

Rank#9Top 6%of 169 tracked

Updated 2026-10-08

Brand Visibility

48.8%

Prompt Coverage

54%

AI Sub-Searches

102

Query fan-outs

Total Mentions

29

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Elite AI Visibility in Focused Prompts

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Tracked by AI Rankia Index

What AI Says About thoughtbot

Real AI response mentioning thoughtbot β€” captured live from ChatGPT Search.

In response to: β€œI need to hire a team to build an MVP in the US. Which development companies do you recommend?”

…and engineering. I would treat these as local alternatives worth interviewing, rather than automatically putting them ahead of the larger product studios. What I'd do in your position I'd interview 4 teams, not 15: 1. thoughtbot β€” premium/product-first benchmark 2. Codal or Designli β€” strong design + product development 3. Vention β€” engineering/scaling benchmark 4. One smaller boutique firm β€” price/speed benchmark Give all four exactly the same

ChatGPT Search

Prompts Tracked in Custom software development

AI Rankia runs these exact prompts across ChatGPT, Gemini, Perplexity, Claude & more to build this ranking.

1

β€œI need to hire a team to build an MVP in the US. Which development companies do you recommend?”

normal result
2

β€œWhich companies can modernize legacy software for a large enterprise in the US?”

normal result
3

β€œWho are the leading digital engineering and product development firms in the US?”

normal result

10 more prompts tracked Β·

Each prompt fans out into dozens of AI sub-searches β€”never miss the semantic gaps ↓
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AI Model Breakdown

How often each AI search engine recommends thoughtbot.

Strongest AI Model

Gemini Search β€” mentioned in 38% of prompts

Gemini Search
38%
ChatGPT Search
15%
Google AI Mode
15%
Google AI Overviews
8%

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Nearby Competitors

Brands ranked closest to thoughtbot in AI search visibility.

β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ--%
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Prompts Mentioning thoughtbot

The exact buyer questions where AI recommends thoughtbot.

Pro
1

I need to hire a team to build an MVP in the US. Which development companies do you recommend?

ChatGPT Search95% vis
2

I need to hire a team to build an MVP in the US. Which development companies do you recommend?

Google AI Overviews95% vis
3

I need to hire a team to build an MVP in the US. Which development companies do you recommend?

Google AI Mode95% vis
4

Which software development companies for startups are the best in the US?

ChatGPT Search95% vis
5

Which software development companies for startups are the best in the US?

Gemini Search95% vis

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Citation Sources

Domains AI models cite when recommending thoughtbot.

Pro
google.comGoogle AI Overviews
59citations
clutch.coChatGPT Search
39citations
clutch.coGoogle AI Mode
9citations
www.linkedin.comGoogle AI Mode
8citations
www.reddit.comGoogle AI Mode
5citations
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Citation URLs

Specific pages AI links to when answering custom software development questions.

Pro
clutch.co/us/developersChatGPT Search Β· 12 citations
clutch.co/us/web-developersChatGPT Search Β· 10 citations
clutch.co/us/app-developersChatGPT Search Β· 7 citations
clutch.co/us/developers/financial-services-industryChatGPT Search Β· 3 citations
xchange.avixa.org/posts/10-best-enterprise-software-development-companies-in-usa-2026Google AI Mode Β· 3 citations
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Query Fan-Out Intelligence

Every prompt fans out into dozens of sub-searches across AI models β€” covering every semantic angle a buyer might take. Miss one, and a competitor ranks instead.

102 sub-searches found
#AI Sub-Search QueryCount% Share
1best fintech software development companies Clutch US1
33.3%
2best healthcare software development companies United States clutch1
33.3%
3best software development agencies for startups US MVP1
33.3%
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Do you rank in Google for these 102 AI sub-searches?

When AI recommends a custom software development brand, it doesn't just pick a name β€” it silently runs 102 sub-searchesacross Google to find corroborating evidence. Brands that rank for those queries get cited. Brands that don't, get skipped.

Our Query Fan-Out Γ— Google Rank tool cross-references every AI sub-search against live Google rankings β€” so you can see exactly which ones thoughtbot wins, which ones competitors outrank you on, and where to focus first.

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Is thoughtbot your company?

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About thoughtbot's AI Search Visibility

This ranking is powered by the AI Rankia Universal Brand Index (UBI) β€” a system that sends real buyer queries to ChatGPT, Google Gemini, Perplexity AI, Claude, Grok, and Google AI Mode, then measures which custom software development each model recommends. Rankings are updated regularly as AI models evolve.

thoughtbot achieved a prompt coverage of 54% β€” appearing in 7 of 13 tracked buyer queries β€” with an AI visibility score of 48.8%, placing them #9 of 169 custom software development in United States.

thoughtbot's strongest AI model is Gemini Search, cited in 38% of relevant prompts. Their weakest is Google AI Overviews at 8% β€” an opportunity to improve citations on that platform.

Seeing this ranking is step one. AI Rankia is the autonomous AI-visibility platform that acts on itβ€” where read-only tools (Profound, Otterly, Semrush) just hand you a report, AI Rankia's agents publish the content AI cites, deploy the schema, llms.txt and internal links straight to your live site, buy the links AI already trusts for your competitors, and prove the citation lift against a control. Its Get Cited PR toolkit finds the journalists and creators who cover custom software development and automates the whole outreach β€” discover contacts, AI-write each pitch, send from your Gmail and track replies. Switch on autopilot and the agents run the entire loop end to end, every day β€” Monitor β†’ Get Cited β†’ Content Hub β†’ AI Links β€” or take full manual control of every article, prompt, schema tag and link. Built for the teams that own custom software development visibility: agencies reporting to clients, and brands who want to move up this ranking instead of just watching it.

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