The AI search prompt manager: track the right questions

Proofsource's Prompt Designer is a full-page editor for the buyer questions you track in AI answers. Organize prompts by topic, set language, region, persona, engines and tags per prompt, upload many at once, review suggested questions from your site, and stage edits as drafts before you publish. Each prompt opens to its answers, citations and the searches engines ran behind it.

Driffle's tracked prompts in the designer.

AI search prompt manager, in short

The facts, ready to quote.

Editor
Topics sidebar, Active and Inactive tabs, filter chips
Per prompt
Type, language, region, tags, engines, surfaces, persona
Bulk
Upload many prompts at once
Suggestions
Questions read from your site; accept to a topic or dismiss
Branded warning
Prompts that name your brand are tagged
Fan-out
The searches engines ran behind each answer

What is an AI search prompt?

An AI search prompt, in tracking terms, is a question a buyer might ask an AI engine, such as "best AI note taker for Zoom". The prompts you track decide what your visibility numbers mean: track only questions that name your brand and you will look great; track the questions real buyers ask before they know you, and you will see where you are missing.

Proofsource's Prompt Designer keeps your tracked prompts organized by topic, with settings per prompt for language, region, persona, engines and tags. It flags prompts that name your brand, suggests buyer questions read from your site, and stages edits until you save. Each prompt opens to a drill-down of its answers and citations, and to the fan-out searches engines ran to write those answers.

How it works

Manage the buyer questions you track across AI engines: topics, per-prompt settings, personas, bulk upload, suggestions and fan-out searches.

  1. Organize by topic

    Add, rename and delete topics; prompts live under them.

  2. Set each prompt

    Type, language, region, persona, engines, surfaces and tags.

  3. Add in bulk or generate

    Upload many prompts or generate them for a topic.

  4. Review suggestions

    Accept suggested buyer questions to a topic or dismiss them.

  5. Drill into a prompt

    Answers, citations and the fan-out searches behind them.

See it in the product

Screens from the Proofsource app, drawn with sample data for an example brand.

Suggested buyer questions read from driffle.ai.

Every capability, live today

12 shipped capabilities behind AI search prompt manager, each in the product now.

Prompt Designer

A full-page prompt editor with a topics sidebar, Active and Inactive tabs and filter chips. Edits stage as drafts: Save publishes them all and Discard throws them away.

Per-prompt controls

Visibility or sentiment type, language, region, tags, engines, surfaces and an audience persona on each prompt.

Bulk upload

Upload many prompts at once.

Generate for a topic

Generate prompts for a new or existing topic, with region, language, surfaces and guidance.

Duplicate, archive, activate

Duplicate, archive, activate and deactivate a prompt, with a version marker.

Topic management

Add, rename and delete topics.

Branded warning

A banner and a Branded tag for prompts that name your brand, set once when the prompt is created.

Question review

Review suggested questions read from your site, filter to buyer questions or show all, and accept one under a topic to track it from the next scan, or dismiss it.

Versus competitors topic

A standing topic for questions that compare you with competitors.

Prompt allowance meter

An in-product counter and meter for how many prompts your plan tracks.

Prompt drill-down and map

Per-question drill-down with executions and citations, plus a map of your prompts on the Prompts tab.

Query fan-out

The searches engines ran behind each answer.

Who it is for

Marketing lead

Track the questions buyers ask

Keep unbranded buyer questions separate from branded ones.

Product marketer

Track by persona

Assign personas to see how answers change for each buyer.

Agency strategist

Set up a client fast

Bulk upload or generate prompts per topic, then review.

Content lead

Learn what engines search

Fan-out searches show the phrases engines look up before answering.

Why it matters

Clean numbers

Branded prompts are flagged so they do not inflate visibility.

Safe edits

Changes stage as drafts until you save.

Real segments

Persona, region and language per prompt.

Behind the answer

Fan-out searches show what engines looked up.

ChatGPTPerplexityClaudeGoogle AI OverviewsGoogle AI ModeGeminiMicrosoft CopilotGrokDeepSeekMeta AI

AI search prompt manager: Proofsource and other tools

Prompt management is core to every tool here; here is what each lists, from their own pages.

From each company's own public pages, read Nov 2, 2026. “Not listed” means we did not find it on their public pages; it may exist. Corrections: hello@proofsource.co.
CapabilityProofsourceScrunchPeec AIOtterly.AIAhrefsRankscaleSE Ranking
Prompt manager with topics and tagsYesPrompt Designer with topics, tags and filtersYesManage tracked prompts; bulk editing and categorizing many prompts at onceSourceYesAdd own prompts and organize with tagsSourceYesBranded, non-branded, top and bottom of funnel tags; add via APISourceYesTag prompts by topic, funnel stage or campaignSourceNot listedNot listed
Personas per promptYesPersona assignment per promptYes3, 5 or custom personas to track how answers vary by buyer typeSourceNot listedNot listedNot listedNot listedNot listed
Bulk importYesBulk upload and topic generationYesPrompts generated automatically or importedSourceNot listedNot listedNot listedYesBulk topic and search-term creation via CSV importSourceNot listed
Branded versus unbrandedYesBranded tag and warningNot listedYesBranded vs non-branded and intent: informational, transactional, commercialSourceNot listedNot listedNot listedYesBranded and non-branded prompts kept separateSource
Query fan-outYesSearches engines ran behind each answerNot listedYesShows web searches engines run before answering; filter by type and topicSourceYesExpands a prompt into related queries; ChatGPT, AI Mode, AI Overviews; also in GEO AuditSourceYesShows sub-queries an AI generates behind a prompt, to find content gapsSourceYesShows internal searches engines run before answeringSourceNot listed
Prompt suggestions from your siteYesReview questions read from your site, then accept them into a topic or dismiss themNot listedYesSuggested prompts with search volumesSourceYesFinds prompts from keyword, brand name or URLSourceYesSuggests prompts from competitor comparisons, pricing data and other signalsSourceRelatedEstimates prompt volume and intent via semantic reconstructionSourceYesCustom prompts organized into topics; suggested prompts by topic; pause and deleteSource
Region and language per promptYesLanguage, region, engines and persona set on each promptRelatedFilter and benchmark by countrySourceRelatedBrand insights split by countrySourceRelated65+ countries; countries added regularlySourceRelatedPrompts run in the location of their source keyword; country list not statedSourceYesAll regions on all plans; insights by countrySourceYesEnglish, French, German, Dutch, Spanish with localized topics and promptsSource
Drill into one questionYesPer-question drill-down with executions, citations and a mapYesShows the full AI responses behind each metricSourceRelatedCmd/Ctrl+K with drill-down into cited sourcesSourceNot listedYesBrowse actual AI responses, with chart viewSourceNot listedYesAny number opens the unedited AI answer behind itSource

Where each of them shines

Scrunch

A Prompt Manager with bulk editing and prompt mapping to topics, tags and funnel stages. Compare in full

Peec AI

Custom prompts and tags with automatic branded and intent classification. Compare in full

Otterly.AI

Prompt research from a keyword, brand name or URL, with fan-out expansion. Compare in full

Ahrefs

Prompt suggestions from competitor comparisons and tagging by topic and funnel. Compare in full

Rankscale

Unlimited search terms with CSV bulk import.

SE Ranking

Prompts organized into topics with branded and non-branded kept apart.

Questions about AI search prompt manager

What is a prompt in AI visibility tracking?

A question a buyer might ask an AI engine. Proofsource asks your tracked prompts on each engine and records the answers.

Should I track branded prompts?

Track them separately. Prompts that name your brand nearly always mention you, so Proofsource tags them and warns you.

Can I upload prompts in bulk?

Yes. Upload many at once, or generate prompts for a topic with region, language and guidance.

Can I set a persona or region per prompt?

Yes. Each prompt has its own persona, language, region, engines, surfaces and tags.

Where do suggested questions come from?

They are read from your site. You accept them under a topic or dismiss them.

What are fan-out searches?

The web searches an engine runs before it writes an answer. Proofsource shows them for each prompt where the engine reports them.

How is this different from Scrunch's Prompt Manager?

Scrunch offers strong bulk editing and mapping. Proofsource adds staged drafts, a branded warning and a drill-down to each prompt's answers, citations and fan-out searches.

Try it on your own brand.

Proofsource is live: scan your brand and see AI search prompt manager at work with your own answers, competitors and sources.

100 answers. 25 Prompts/Question. Top AI engines. Free.ChatGPTPerplexityClaudeGoogle AI OverviewsGoogle AI ModeGeminiMicrosoft CopilotGrokDeepSeekMeta AI