A look at how Tembo is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Tembo is cited in 2 of 36 AI answers. It shows up on Tembo. It is absent on Ai Coding Agent, Autonomous Software Engineering, Code Automation.
AI answers fire on 92% of tracked queries, yet Tembo is quoted in only 6% of them. When it does appear, it sits as a listed provider, rarely the lead source.
Tembo - Move coding agents to the cloud Copy logo as SVG Download logo (black) Download logo (white) Brand assets Product Use Cases Company Platform Cloud Agents Run any coding agent in the cloud Tembo Review Review every pull request withtembo.io, 2026
Differentiators it leads with: AI Coding Agent, Autonomous Software Engineering, Code Automation, Issue Resolution Automation.
Cited as a provider on Tembo queries.
Appears alongside youtube.com, zapier.com, github.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Tembo | Owned | comparison |
| Ai Coding Agent | Invisible | positioning |
| Autonomous Software Engineering | Invisible | positioning |
| Code Automation | Invisible | positioning |
| Issue Resolution Automation | Invisible | positioning |
| Developer Workflow Automation | Invisible | positioning |
Problem Aware. overview queries: Tembo appears on 1 of 6 themes.
Solution Aware. Owned on Tembo; absent on Ai Coding Agent, Autonomous Software Engineering, Code Automation.
Alternatives. 1 themes name the brand without citing it; 33 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Tembo's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Tembo in the AI answer | Top sources cited |
|---|---|---|---|
| best ai coding agent | Positioning | Absent | faros.ai, medium.com, mightybot.ai |
| ai coding agent vendors | Positioning | Absent | reddit.com, martinterhaak.medium.com, faros.ai |
| ai coding agent solutions | Positioning | Absent | martinterhaak.medium.com, faros.ai, youtube.com |
| ai coding agent software | Positioning | Absent | martinterhaak.medium.com, faros.ai, vellum.ai |
| ai coding agent platform | Positioning | Absent | martinterhaak.medium.com, vellum.ai, faros.ai |
| top ai coding agent providers | Positioning | Absent | reddit.com, faros.ai, vellum.ai |
| ai coding agent comparison | Positioning | Absent | faros.ai, vellum.ai, firecrawl.dev |
| best autonomous software engineering | Positioning | Absent | news.mit.edu, github.com, c3.ai |
| autonomous software engineering vendors | Positioning | Absent | cognition.com, openana.ai, augmentcode.com |
| autonomous software engineering solutions | Positioning | Absent | asirobots.com, youtube.com, growthaccelerationpartners.com |
| autonomous software engineering software | Positioning | Absent | news.mit.edu, youtube.com, mastek.com |
| autonomous software engineering platform | Positioning | Absent | mastek.com, youtube.com, github.com |
| top autonomous software engineering providers | Positioning | Absent | youtube.com, airunsmycompany.com, zenml.io |
| autonomous software engineering comparison | Positioning | Absent | youtube.com, arxiv.org, newsletter.pragmaticengineer.com |
| best code automation | Positioning | Absent | reddit.com, unito.io, zapier.com |
| code automation vendors | Positioning | Absent | creatio.com, uipath.com, stepper.io |
| code automation solutions | Positioning | Absent | reddit.com, unito.io, pega.com |
| code automation software | Positioning | Absent | uipath.com, unito.io, pega.com |
| code automation platform | Positioning | Absent | uipath.com, pega.com, creatio.com |
| top code automation providers | Positioning | Absent | youtube.com, unito.io, firecrawl.dev |
| code automation comparison | Positioning | Absent | virtuosoqa.com, zapier.com, youtube.com |
| best issue resolution automation | Positioning | Absent | lansweeper.com, resolve.io, rootly.com |
| issue resolution automation vendors | Positioning | Absent | highradius.com, resolve.io, kissflow.com |
| issue resolution automation solutions | Positioning | No AI answer | |
| issue resolution automation software | Positioning | Absent | arxiv.org, resolve.io, lansweeper.com |
| issue resolution automation platform | Positioning | No AI answer | |
| top issue resolution automation providers | Positioning | Absent | notch.cx, youtube.com, serval.com |
| issue resolution automation comparison | Positioning | Absent | fin.ai, youtube.com, sentrup.com |
| best developer workflow automation | Positioning | Absent | firecrawl.dev, ayautomate.com, codewords.ai |
| developer workflow automation vendors | Positioning | Absent | glideapps.com, ayautomate.com, codewords.ai |
| developer workflow automation solutions | Positioning | Absent | glideapps.com, github.com, youtube.com |
| developer workflow automation software | Positioning | Absent | github.com, gumloop.com, codewords.ai |
| developer workflow automation platform | Positioning | Absent | servicenow.com, dev.to, codewords.ai |
| top developer workflow automation providers | Positioning | Absent | ayautomate.com, gumloop.com, hackernoon.com |
| developer workflow automation comparison | Positioning | Absent | firecrawl.dev, youtube.com, justsimple.tools |
| alternatives to Tembo | Comparison | Named, not cited | reddit.com, youtube.com, freestuff.dev |
| Tembo vs Devin | Comparison | Cited | tembo.io, sourceforge.net, moclaw.ai |
| Tembo vs Cursor | Comparison | No AI answer | |
| Tembo vs Codex | Comparison | Cited | docs.tembo.io, tembo.io, linkedin.com |
Tembo is cited in 2 of the 36 AI answers we triggered.
Tembo presents as AI coding agent, autonomous software engineering, code automation, issue resolution automation, developer workflow automation. AI Overviews cite it on Tembo and it is absent on Ai Coding Agent, Autonomous Software Engineering, Code Automation.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 25 | Cited on 25 of the queries we tested. |
| zapier.com | 11 | Cited on 11 of the queries we tested. |
| github.com | 10 | Cited on 10 of the queries we tested. |
| reddit.com | 10 | Cited on 10 of the queries we tested. |
| firecrawl.dev | 10 | Cited on 10 of the queries we tested. |
| faros.ai | 7 | Cited on 7 of the queries we tested. |
| vellum.ai | 7 | Cited on 7 of the queries we tested. |
| codewords.ai | 7 | Cited on 7 of the queries we tested. |
| medium.com | 6 | Cited on 6 of the queries we tested. |
| mightybot.ai | 6 | Cited on 6 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Tembo on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 25 of the tested queries. |
| zapier.com | Cited on 11 of the tested queries. |
| github.com | Cited on 10 of the tested queries. |
| reddit.com | Cited on 10 of the tested queries. |
| firecrawl.dev | Cited on 10 of the tested queries. |
| faros.ai | Cited on 7 of the tested queries. |
| vellum.ai | Cited on 7 of the tested queries. |
| codewords.ai | Cited on 7 of the tested queries. |