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AI Search Intelligence

See what shapes your brand in AI Search.

Sourcepath traces the questions, citations, sources, competitors, and third-party influence shaping how your brand appears across AI Search. See what’s changing and where to act.

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An illustration of Sourcepath evidence. Two tracked buyer questions are observed across four AI providers — ChatGPT, Claude, Gemini and Perplexity. Three cited sources appear: G2, Gartner and Wikipedia, marked with citations 01 to 03. A competitor is observed as cited by three of the four providers, and the same pattern is observed in two consecutive scans. One observation is marked insufficient evidence and is left unresolved. Together the resolved observations support a single Sourcepath Finding: a competitor is cited where you are not.

Sourcepath Finding

A competitor is cited where you’re not.

Observed across 3 providers · 6 citations · 2 scans

An AI answer is only the surface.

Most AI Search tools stop at the answer: whether you appeared and how often. Sourcepath starts there. It reads outward, tracing the citations inside each answer, the sources they resolve to, the competitors named alongside you, and the patterns that emerge across the questions you track.

One observed AI answer, annotated. Every relationship shown runs outward from the answer to evidence observed around it; the only relationship running into the answer is the tracked prompt Sourcepath sent. Solid lines mark evidence observed inside this answer: citation 01 resolves to gartner.com and citation 02 to forrester.com, both analyst sources supporting the two competitors, while citation 03 resolves to g2.com, a review platform supporting the monitored brand. Dotted lines mark a weaker relationship — patterns Sourcepath observed repeating across the tracked prompt set, not causes it can prove. Together they support one conclusion: analyst citations accompany competitor recommendations, review-site citations accompany the monitored brand, and the use-case positioning splits the same way. One sentence in the answer carries no citation at all and is marked as such. The evidence shown is representative, not customer data.

Which customer data platforms are best for enterprise marketing teams?Tracked prompt

ChatGPTAI answer

For large enterprises, Competitor A is most often recommended for identity resolution at scale, with analysts citing its governance depth[01].

Competitor B is positioned similarly for global deployments and multi-region compliance[02].

Your Company is generally recommended for mid-market teams that need faster deployment[03].

Enterprise pricing is rarely published openly.No citation observed

1 of 24 tracked prompts · 4 providers · observed continuously

Brands named in answerCompetitor A, Competitor B, Your Company

[01]Gartnergartner.com · Analyst

[02]Forresterforrester.com · Analyst

[03]G2g2.com · Review platform

Sourcepath intelligence

Analysts cite your competitors. Reviewers cite you. The use-case positioning splits the same way.

  • Analyst sources appear alongside competitor recommendations in 8 of 11 enterprise-tier answers.
  • Your Company’s citations come from review platforms in 9 of 12 appearances.
  • Enterprise-scale language accompanies Competitor A and Competitor B in 14 of 18 answers.

Observed across 24 tracked prompts · 4 providers · 6 scans

AI Search Intelligence

Know where you’re visible and what AI is citing.

Track the questions your buyers ask across AI Search. Sourcepath reveals where your brand appears, where your content earns citations, and where opportunities are emerging.

Being mentioned is one thing. Becoming the source is another.

Two Sourcepath product surfaces shown together. From the Overview: Visibility at 68 percent, meaning the brand was mentioned across AI responses, and Citation Coverage at 12 percent, meaning the brand’s own content was cited — two separate measurements, with a note disclosing that only 78 of 96 intended AI responses were observed. From the Prompt Library: tracked buyer questions with a visibility rate, a column for each of OpenAI, Claude, Gemini and Perplexity, and a count of own-domain citations. The highlighted row reads 100 percent visible across three of four providers, with zero citations — visible everywhere, cited nowhere. The environment shown is representative, not customer data.

Overview

Across All Tracked Prompts · Same Period

Visibility

68%3

Brand mentioned across AI responses

Citation Coverage

12%2

Your content cited in AI responses

Based on 78 of 96 intended AI responses (Gemini 6/24).

PromptVisibilityOpenAIClaudeGeminiPerplexityCitations
Which customer data platforms are best for enterprise marketing teams?100% VisibleAppeared in OpenAIAppeared in ClaudeAppeared in GeminiDid not appear in Perplexity0
What is identity resolution in a customer data platform?100% VisibleAppeared in OpenAIAppeared in ClaudeAppeared in GeminiAppeared in Perplexity3
How do enterprise teams evaluate customer data platform pricing?75% VisibleAppeared in OpenAIAppeared in ClaudeDid not appear in GeminiDid not appear in Perplexity0
What should enterprise teams look for in CDP governance?100% VisibleAppeared in OpenAIAppeared in ClaudeAppeared in GeminiDid not appear in Perplexity2
Best customer data platform for regulated industriesNot VisibleDid not appear in OpenAIDid not appear in ClaudeDid not appear in GeminiDid not appear in Perplexity0
How long does a customer data platform implementation take?50% VisibleAppeared in OpenAIDid not appear in ClaudeAppeared in GeminiDid not appear in Perplexity1
Customer data platform vs data warehouse25% VisibleDid not appear in OpenAIAppeared in ClaudeDid not appear in GeminiDid not appear in Perplexity0

Prompt Library · 24 tracked prompts · 4 providers

Competitive Intelligence

Every buyer question has an owner, or an opening.

Sourcepath maps competitive position across the buyer questions your market actually asks, showing the citation evidence behind each leading brand and the patterns that accompany the advantage.

Two Sourcepath product surfaces from the Competitors route, shown together: the selected competitor’s Competitor Overview row resting on the upper edge of the AI Search Landscape it was selected from. From the AI Search Landscape: a four-quadrant map plotting Prompts Owned along the horizontal axis against Brand Presence, the product’s label for Citation Coverage, on the vertical axis, with bubble size showing total citations. Six organizations are plotted across 24 tracked buyer questions. Competitor A owns 7 of them at 46 percent presence and 128 citations, in the AI Leaders quadrant. g2.com, a review platform Sourcepath discovered rather than one that was configured for tracking, owns 5 at 58 percent presence. Competitor B is frequently mentioned at 33 percent presence but owns none. reddit.com, also discovered, owns 2. Your Company, the monitored brand, owns 1 and sits at 12 percent presence, exactly on the line between leading no buyer question and leading one. Competitor C owns none at 8 percent. From Competitor Overview: the row for Competitor A, selected, showing Visibility of 11 of 24 at 46 percent, a badge reading 7 Prompt Wins, a Strongest Topic of “Which customer data platforms are best for enterprise marketing teams?”, a Strongest Provider of ChatGPT, Momentum up 6 percent, and two Competitive Advantage phrases — strong comparison pages and high entity coverage — describing patterns observed across the pages AI cited, not proven causes. The environment shown is representative, not customer data.

Competitor Overview

3 tracked competitors.

CompetitorVisibilityPrompt WinsStrongest TopicStrongest ProviderMomentumCompetitive Advantage
Competitor A11 of 24 (46%)7 Prompt WinsWhich customer data platforms are best for enterprise marketing teams?ChatGPT6%Strong comparison pagesHigh entity coverage

AI Search Landscape

Who owns AI answers, who’s mentioned, and who’s emerging — bubble size is total citations.

Brand presence ↑

Prompts owned →

Competitive Visibility

Organizations most frequently cited across tracked prompts.

Your CompanyTracked1 Prompt Win3 of 24 · 12%

19 citations · Mentioned by 4 providers

Competitor ATracked7 Prompt Wins11 of 24 · 46%

128 citations · Mentioned by 4 providers

Competitor Overview

3 tracked competitors.

Competitor A

Strongest Topic
Which customer data platforms are best for enterprise marketing teams?
Strongest Provider
ChatGPT
Momentum
6%
Competitive Advantage
Strong comparison pagesHigh entity coverage

Brand & Influence

Most of what AI cites isn’t yours.

Sourcepath identifies the external organizations appearing across your buyer questions, then verifies whether your brand and your competitors are represented on the pages AI cites.

Two Sourcepath product surfaces from the Brand & Influence area, shown together: the ecosystem of third-party sources, and one of those sources opened at page level. From Top Third-Party Influences: eight organizations ranked by the number of distinct tracked prompts each appears in across citation evidence — G2 at 14 of 24, Gartner at 11, Enterprise MarTech Review at 9, Reddit at 8, Capterra at 6, Wikipedia at 5, Forrester at 4 and TrustRadius at 3, each with the AI providers that cited it. Ranks 9 and 10 continue past the crop. From the destination view for Enterprise MarTech Review, a fictional publication used so that no real publisher is the subject of a page-level claim: 5 influential pages, 4 verified and 1 needing manual review, resolving to 2 Brand Present, 2 Verified Representation Gaps and 0 Other Verified Absences. The page “Best Customer Data Platforms for Enterprise Marketing Teams” verifies the brand absent while Competitor A and Competitor B are present, and is flagged as a Verified Representation Gap. “What Is Identity Resolution in a CDP?” verifies the brand present. “CDP Buyer’s Guide: Governance and Compliance” verifies the brand absent while Competitor A is present. These are observations about which names appear in each page’s own text; they are not claims about why an AI answered as it did. The environment shown is representative, not customer data.

Top Third-Party Influences

  1. G2g2.com14prompts

    ChatGPT · Claude · Gemini · Perplexity

  2. Gartnergartner.com11prompts

    ChatGPT · Claude · Perplexity

  3. Enterprise MarTech Reviewenterprisemartechreview.com9prompts

    ChatGPT · Gemini · Perplexity

  4. Redditreddit.com8prompts

    ChatGPT · Perplexity

  5. Capterracapterra.com6prompts

    Claude · Gemini

  6. Wikipediaen.wikipedia.org5prompts

    ChatGPT · Claude · Gemini · Perplexity

  7. Forresterforrester.com4prompts

    ChatGPT · Perplexity

  8. TrustRadiustrustradius.com3prompts

    Gemini

+7 more sources

Brand & InfluenceEarned Media & PREnterprise MarTech Review

Your Representation on Enterprise MarTech Review

5influential Enterprise MarTech Review pages

4Verified1Need Manual Review

Verified Representation

2 Brand Present · 2 Verified Representation Gaps · 0 Other Verified Absences

  • Best Customer Data Platforms for Enterprise Marketing Teams

    — Brand verified absent

    Verified Representation Gap

    • Competitor A: present
    • Competitor B: present

  • What Is Identity Resolution in a CDP?

    ✓ Brand verified present

    • Competitor A: present

  • CDP Buyer's Guide: Governance and Compliance

    — Brand verified absent

    Verified Representation Gap

    • Competitor A: present

  • How Enterprise Teams Evaluate CDP Pricing

    ✓ Brand verified present

    • Competitor A: present

Content & Optimization

Know when to create and when to improve what you already have.

Sourcepath recommends whether a buyer question needs a new page or a stronger version of one you already own. When an existing page is the better opportunity, it shows you how that page compares with the content AI is already citing.

Three consecutive sections of one Sourcepath opportunity, for the tracked buyer question “customer data platform vs data warehouse”. Recommended Action: Improve Existing Page, because an existing blog page on the brand’s own domain matches this topic at 91 percent confidence — strong enough to improve rather than publish a new page. Customer Page Match: the page “Customer Data Platform vs. Data Warehouse: What’s the Difference?” at yourcompany.com/blog/cdp-vs-data-warehouse, a blog page matched at 91 percent confidence because its topic terms match the tracked prompt and its page type matches the pages cited for this prompt. Content Comparison, showing how that existing page compares with the pages winning this topic: a comparison table is missing, where 6 of 7 winning pages have one; an FAQ section is missing, where 5 of 7 have one; the page is 640 words against an average of 2,100 across 7 winning pages; and a definition section is already covered. These are observed differences between pages, not claims that adding any of them would cause an AI answer to cite the page. The environment shown is representative, not customer data.

Opportunity “Customer data platform vs data warehouse”

Recommended Action

Improve Existing Page

An existing blog page on your domain covers this topic closely enough to improve rather than publish a new page.

Customer Page Match

Customer Data Platform vs. Data Warehouse: What's the Difference?

yourcompany.com/blog/cdp-vs-data-warehouse

Blog91% confidence
  • Topic terms match the tracked prompt
  • Page type matches the pages cited for this prompt

Content Comparison

How your existing page compares to what’s actually winning this topic.

  • Comparison table

    MissingEvidenceHigh
    Your page: No comparison tableWinning pages: 6 of 7 winning pages

  • FAQ section

    MissingEvidenceHigh
    Your page: No FAQ sectionWinning pages: 5 of 7 winning pages

  • Word count

    Below benchmarkEvidenceMedium
    Your page: 640 wordsWinning pages: Avg. 2,100 words across 7 winning pages

  • Definition section

    Already coveredEvidenceLow
    Your page: Has a definition sectionWinning pages: 6 of 7 winning pages

Reporting

Deep enough for your team. Clear enough for leadership.

Sourcepath gives marketing teams the depth to understand AI Search performance, and leadership a clear view of what’s working, what to watch, and where to invest.

Every conclusion stays connected to the evidence behind it.

A Sourcepath report, shown in its Executive view. The report has three audience settings — Executive, currently selected; Marketing, also available; and Technical, which is not yet built and is shown as coming soon. The Executive Summary opens the briefing: Your Company is visible across most of its tracked buyer questions but is not yet the cited authority in its category. Across 24 tracked buyer questions and four AI platforms, Your Company appears in 68 percent of responses while its own content is cited in 12 percent; Competitor A leads the tracked set and owns seven of those questions outright. A “View evidence” affordance indicates that every claim in the summary can be traced to the facts behind it. Four further sections of the report are not shown here. Leadership Takeaways closes the briefing with three conclusions. What’s Working: enterprise data governance is a consistent strength in how AI describes Your Company, because AI models consistently associate the brand with this strength across classified responses. What to Watch: Your Company trails its closest tracked competitor, as Competitor A appears in citation evidence across more of the tracked question set. Where to Invest: third-party sources play a meaningful role in shaping AI perception — ten third-party organizations appear in the citation evidence behind these answers, and strengthening presence on those sources could help expand AI Search visibility. These are observations for a reporting period, not claims of cause, growth or return. The environment shown is representative, not customer data.

Reports

  • Executive
  • Marketing
  • TechnicalSoon

Executive Summary

Your Company is visible across most of its tracked buyer questions but is not yet the cited authority in its category.

Across 24 tracked buyer questions and four AI platforms, Your Company appears in 68% of responses while its own content is cited in 12%. Competitor A leads the tracked set and owns seven of those questions outright.

View evidence →

Leadership Takeaways

What's Working

Enterprise data governance is a consistent strength in how AI describes Your Company.

AI models consistently associate the brand with this strength across classified responses.

What to Watch

Your Company trails its closest tracked competitor.

Competitor A appears in citation evidence across more of the tracked question set than Your Company.

Where to Invest

Third-party sources play a meaningful role in shaping AI perception.

Ten third-party organizations appear in the citation evidence behind these answers. Strengthening presence there could help expand AI Search visibility.

Your brand is already taking shape in AI Search. See what’s shaping it.

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