GEO AUDIT  ·  BRAND-ONLY

Cline.

A look at how Cline 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.

Sitecline.bot
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedJuly 31, 2026  ·  by AUQ
AI Visibility Score
20
out of 100. Absent band. Cline is cited in 1 of 38 AI answers. It is absent on Ai Coding Agent, Ai Pair Programming, Code Generation.
Verified AI Overview citations
1
Cline's brand is cited in 1 of the 38 AI-answer queries we tested.
AI answer trigger rate
97%
Google's AI answer box fires on 38 of 39 tracked queries.
Citation rate when AI answers
3%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Cline scores 20 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Cline is cited in 1 of 38 AI answers. It is absent on Ai Coding Agent, Ai Pair Programming, Code Generation.

AI answers fire on 97% of tracked queries, yet Cline is quoted in only 3% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
20
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear97 / 100
  • Inclusion in category answers24 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand67 / 100
  • Topic coverage breadth0 / 100
  • Your pages being quoted3 / 100
IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

AI Coding Agent

Cline - AI Coding, Open Source and Uncompromised IDE CLI SDK ClinePass Docs More Sign In 65k IDE CLI SDK ClinePass Docs More SpecDriven Plan Enterprise Blog Learn MCP Marketplace Models FAQ Careers Support Contact Sales GitHub Sign In 65k Icline.bot, 2026

Differentiators it leads with: AI Coding Agent, AI Pair Programming, Code Generation, Autonomous Coding.

What Google's AI says

Limited AI Overview presence

Rarely cited as a source in AI answers.
Appears alongside youtube.com, github.com, reddit.com.
The core gap
Cline presents as AI coding agent, AI pair programming, code generation, autonomous coding, developer AI assistant. AI Overviews cite it on few queries and it is absent on Ai Coding Agent, Ai Pair Programming, Code Generation.
Words AI uses for the brand
none surfaced
The brand's own pillars that AI omits
Ai Coding AgentAi Pair ProgrammingCode GenerationCited source on vendor and comparison queries
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
ClinePartialcomparison
Ai Coding AgentInvisiblepositioning
Ai Pair ProgrammingInvisiblepositioning
Code GenerationInvisiblepositioning
Autonomous CodingInvisiblepositioning
Developer Ai AssistantInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Cline appears on 0 of 6 themes.

Solution Aware. Owned on few; absent on Ai Coding Agent, Ai Pair Programming, Code Generation.

Alternatives. 8 themes name the brand without citing it; 29 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
38
97% of tracked queries trigger an AI Overview.
Times brand cited
1
3% citation rate when AI answers.
Total brand mentions
9
Across all observed AI responses.
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Cline'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.

QueryTypeCline in the AI answerTop sources cited
best ai coding agentPositioningNamed, not citedreddit.com, faros.ai, kilo.ai
ai coding agent vendorsPositioningNamed, not citedreddit.com, martinterhaak.medium.com, faros.ai
ai coding agent solutionsPositioningAbsentmartinterhaak.medium.com, faros.ai, youtube.com
ai coding agent softwarePositioningAbsentreddit.com, faros.ai, vellum.ai
ai coding agent platformPositioningAbsentreddit.com, faros.ai, vellum.ai
top ai coding agent providersPositioningNamed, not citedreddit.com, faros.ai, vellum.ai
ai coding agent comparisonPositioningAbsentfaros.ai, firecrawl.dev, vellum.ai
best ai pair programmingPositioningAbsentreddit.com, blog.n8n.io, martinterhaak.medium.com
ai pair programming vendorsPositioningAbsentlevelup.gitconnected.com, ibm.com, createq.com
ai pair programming solutionsPositioningAbsentreddit.com, ibm.com, learn.microsoft.com
ai pair programming softwarePositioningAbsentibm.com, medium.com, learn.microsoft.com
ai pair programming platformPositioningAbsentibm.com, medium.com, builder.io
top ai pair programming providersPositioningAbsentmedium.com, youtube.com, graphite.com
ai pair programming comparisonPositioningAbsentarxiv.org, stackoverflow.blog, refine.dev
best code generationPositioningAbsentreddit.com, cloud.google.com, vellum.ai
code generation vendorsPositioningNamed, not citedinfotech.com, reddit.com, qodo.ai
code generation solutionsPositioningAbsentcloud.google.com, prismic.io, youtube.com
code generation softwarePositioningAbsentibm.com, infotech.com, g2.com
code generation platformPositioningAbsentcloud.google.com, youtube.com, about.gitlab.com
top code generation providersPositioningNo AI answer
code generation comparisonPositioningAbsentreddit.com, vellum.ai, youtube.com
best autonomous codingPositioningAbsentgartner.com, augmentcode.com, monday.com
autonomous coding vendorsPositioningAbsentklasresearch.com, engage.klasresearch.com, go.nym.health
autonomous coding solutionsPositioningAbsentengage.klasresearch.com, hfma.org, nym.health
autonomous coding softwarePositioningAbsentklasresearch.com, c3.ai, youtube.com
autonomous coding platformPositioningAbsentklasresearch.com, augmentcode.com, c3.ai
top autonomous coding providersPositioningAbsentklasresearch.com, corrohealth.com, rapidclaims.ai
autonomous coding comparisonPositioningAbsentklasresearch.com, firecrawl.dev, vellum.ai
best developer ai assistantPositioningAbsentmartinterhaak.medium.com, axify.io, shakudo.io
developer ai assistant vendorsPositioningAbsentvellum.ai, aws.amazon.com, axify.io
developer ai assistant solutionsPositioningNamed, not citedjetbrains.com, axify.io, youtube.com
developer ai assistant softwarePositioningAbsentyoutube.com, axify.io, thedroidsonroids.com
developer ai assistant platformPositioningAbsentjetbrains.com, youtube.com, axify.io
top developer ai assistant providersPositioningAbsentmartinterhaak.medium.com, youtube.com, faros.ai
developer ai assistant comparisonPositioningAbsentbekahhw.com, youtube.com, axify.io
alternatives to ClineComparisonNamed, not citedmedium.com, morphllm.com
Cline vs CursorComparisonCitedreddit.com, augmentcode.com, rize.io
Cline vs GitHub CopilotComparisonNamed, not citedchronicler.tech, augmentcode.com, youtube.com
Cline vs AiderComparisonNamed, not citedreddit.com, news.ycombinator.com, augmentcode.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 97% of AI-answer queries

Cline is cited in 1 of the 38 AI answers we triggered.

02

AI misreads the category

Cline presents as AI coding agent, AI pair programming, code generation, autonomous coding, developer AI assistant. AI Overviews cite it on few queries and it is absent on Ai Coding Agent, Ai Pair Programming, Code Generation.

TOP THREE MOVES
01

Win presence on Ai Coding Agent

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
youtube.com29Cited on 29 of the queries we tested.
github.com24Cited on 24 of the queries we tested.
reddit.com19Cited on 19 of the queries we tested.
zapier.com16Cited on 16 of the queries we tested.
axify.io14Cited on 14 of the queries we tested.
augmentcode.com14Cited on 14 of the queries we tested.
medium.com13Cited on 13 of the queries we tested.
faros.ai12Cited on 12 of the queries we tested.
vellum.ai12Cited on 12 of the queries we tested.
blog.n8n.io11Cited on 11 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Cline is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Cline on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 29 of the tested queries.
github.comCited on 24 of the tested queries.
reddit.comCited on 19 of the tested queries.
zapier.comCited on 16 of the tested queries.
axify.ioCited on 14 of the tested queries.
augmentcode.comCited on 14 of the tested queries.
medium.comCited on 13 of the tested queries.
faros.aiCited on 12 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Cline is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Ai Coding Agent, Ai Pair Programming, Code Generation.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.