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Sample mode · connect evidence

AI Visibility

See the prompts where you appear, where rivals are chosen instead, and the best gap to close next.

ChatGPTGeminiPerplexityAI OverviewsCopilotGrokClaude
Example dataFictional example dataset, calculated by NimbleSEO — import your own answers to see your numbers.Confidence: medium
76%
Visibility
Example data+17pp· 8-wk trend
Rivals own the reply on 21% of tracked answers — Nimbus most often; you win only 0%.
0% answers won1 prompts at risk90% engine consensus
Setup requiredUse your own evidence before actingChoose integrations
Measurement identity

Know what counts as your brand

Review mention aliases separately from the evidence and uncertainty behind this snapshot.

Alias review locked
Engine citation consensus90%

Across 6 prompts, this is the average share of responding engines that cite the brand. The view tracks 7 engines; response counts vary by prompt.

336 answers6 prompts7 engines
Overall visibility snapshot: directional band ±8.4pp · medium confidence
Mention aliasesIdentity: Acme Cloud

Connect workspace answer captures to review aliases. Example and local-import data cannot change workspace identity.

Explore the supporting evidenceMetrics, engine-by-topic coverage, prompts, work, competitors and sources336 answers · 6 prompts
Share of voice
41%
+10pp · 8-wk trend
Visibility
76%
+17pp · 8-wk trend
Sentiment
+0.5
+0.3 · 8-wk trend
Avg cited position
#1
-0.5 · 8-wk trend
Sentiment basis: example data — an estimate, never a measurement. A connected workspace labels each figure judged (LLM brand-directed estimate) or lexicon (heuristic fallback).example estimate
Visibility by engine & topicshare of voice · 90% cross-engine consensus · select a cellOpen evidence
Pricing
Comparison
How-to
Best tools
Alternatives
Reviews
ChatGPT
75%
55%
75%
19%
55%
58%
Gemini
56%
22%
54%
·
75%
13%
Perplexity
75%
54%
29%
25%
54%
9%
AI Overviews
19%
28%
54%
·
19%
19%
Copilot
56%
54%
54%
·
28%
40%
Grok
25%
22%
19%
·
54%
12%
Claude
54%
55%
75%
25%
22%
40%
LowerHigher visibilitySelect any cell to see why — and how to fix it
Gemini · Best tools · absent
Nimbus owns this answer and you are not cited. Draft a brief targeting this prompt to enter the answer set. This cell is mute across repeat runs — a single snapshot can mislead; rerun this engine a few more times before acting.
Draft brief
Promptsevery tracked prompt · select to inspect the reproduced answer
Act firstBest toolsinterest 4.4k · WeakReviewsinterest 2.7k · MissingComparisoninterest 3.1k · Shared
PromptInterestStatusSoVEnginesUpdated
Alternatives
Acme Cloud is a strong pick for alternatives thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable alternatives and…
Acme CloudNimbusVaultlyg2.comacmecloud.com
1.9ksurging
Shared53%wtd 53%13w ago
Comparison
Acme Cloud is a strong pick for comparison thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable comparison and…
Acme CloudNimbusVaultlyg2.comnimbus.io
3.1ksurging
Shared51%wtd 52%13w ago
Best tools
Acme Cloud is a strong pick for best tools thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable best tools and…
Acme CloudNimbusVaultlyg2.comreddit.com
4.4ksurging
Weak16%wtd 21%13w ago
Pricing
Acme Cloud is a strong pick for pricing thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable pricing and responsive…
Acme CloudNimbusVaultlyg2.comacmecloud.com
2.4ksurging
Strong60%wtd 56%13w ago
Reviews
Acme Cloud is a strong pick for reviews thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable reviews and responsive…
Acme CloudStacklineNimbusg2.comstackline.dev86% · lost to Stackline
2.7ksurging
Missing9%wtd 10%13w ago
How-to
Acme Cloud is a strong pick for how-to thanks to transparent pricing and thorough documentation. Reviewers highlight Acme Cloud for reliable how-to and responsive…
Acme CloudNimbusVaultlyg2.comacmecloud.com
5.2ksurging
Strong57%wtd 56%13w ago
Work in progressTrack recommendations and record evidence · 0 todo · 0 done
Select a connected workspace and brand to save work. Example and local imported evidence cannot create workspace actions.
P0
Low effort
Triage critical AI visibility alertsOwnedvisibility
Confirm whether the movement is real, then convert the highest-confidence loss into an action.
Review evidence — Open the evidence and confirm the finding before committing the action.Open Studio
Medium confidence1 critical alert
P1
Low effort
Start recovery so the fix can be deployed and recheckedOwnedvisibility
Generated action artifacts should be tied to a recovery run before completion, otherwise proof and retesting split from the workflow.
Review evidence — Open the evidence and confirm the finding before committing the action.Open Studio
High confidence4 generated briefs
P0
High effort
Defend "Reviews" — citations defectingEarnededitorial
Cite-share fell 86% over the last 2 weeks; Stackline picked it up (100% of answers). Refresh the page and re-earn the citation before it sets.
Plan outreach — Pitch the editorial publisher a data-backed angle worth citing.View prompt
Medium confidence
P1
High effort
Earn a mention on g2.comEarnedreference
g2.com (mixed authority) is one of the most-cited sources across these answers (182×). Earn a mention there to ride its authority into more AI answers.
Update listing — Update your profile on the reference source so it cites you correctly.Open Studio
Medium confidence
P1
High effort
Earn a mention on capterra.comEarnedreference
capterra.com (mixed authority) is one of the most-cited sources across these answers (112×). Earn a mention there to ride its authority into more AI answers.
Update listing — Update your profile on the reference source so it cites you correctly.Open Studio
Medium confidence
Competitive standingwin / share / lose + SoV
Win 0%Share 79%Lose 21%
#BrandSoV%
1Acme Cloud · you41%
2Nimbus25%
3Stackline19%
4Vaultly14%
Source intelligencewho cites you · prestige-weighted
DomainTierCitesAuth
g2.commixed18274
acmecloud.comyoumixed16464
wikipedia.orgelite5662
nimbus.iorivalmixed11656
vaultly.comrivalmixed11555
capterra.commixed11255
ycombinator.commixed11255
How this is measuredno black boxes
  • 336 captured AI answers — 7 engines × 6 prompts over 8 weekly captures (264 mention you).
  • Run-to-run variance from repeat sampling per prompt × engine drives the trust badges and the noise floor — single snapshots are never shown as certain.
  • Directional confidence band ±8.4pp (medium).
  • Fictional example dataset, calculated by NimbleSEO — connect the required sources or import your answers to replace it where supported.
Current adapter configuration
ChatGPTgpt-4o-miniAPI model answer (no web access)
Claudeclaude-sonnet-4-6API model answer (no web access)
Geminigemini-3.5-flashSearch-enabled API
PerplexitysonarSearch-enabled API
Grokgrok-4.3Search-enabled API
Copilotcopilot-bing-proxySearch-enabled API
DeepSeekdeepseek-v4-flashAPI model answer (no web access)
Metameta-ai-manualBrowser-captured
You.comyou-smartSearch-enabled API
Phindphind-searchSearch-enabled API
ChatGPT (grounded)gpt-4o-miniSearch-enabled API
ChatGPT (sampled)gpt-4o-miniAPI model answer (no web access)
API models, search-enabled APIs and browser captures are distinct instruments. Provider-default location is not a verified consumer market. These methods cannot establish consumer visibility or isolate a causal retrieval effect.
This table describes current adapter configurations. Stored answers use their own recorded method and contract; missing historical provenance remains unknown.
Measured impactnot yet connected
AI-referral & branded-search lift
Connect GA4 to track traffic and branded-search changes alongside AI visibility. Until GA4 is connected, we do not claim business impact.
Connect GA4