Find the questions worth winning in AI search
Proofsource AI search demand research shows how much buyers ask about each topic, how much of that interest runs through AI answers, and where search results and AI answers disagree. For content and growth teams, it adds recommendations, a research report and a tree of demand assets, so you plan pages around real demand.
| Keyword | Demand | AI volume | SERP gap |
|---|---|---|---|
| best ai meeting notes app | High | 8.1k | High |
| otter alternatives | High | 5.4k | Medium |
| meeting transcription for sales calls | Medium | 2.9k | High |
| fireflies vs fathom | Medium | 1.7k | Low |
AI search demand research, in short
The facts, ready to quote.
- Signals
- Keyword demand, AI volume and SERP gap
- Outputs
- Recommendations and a research report
- Demand assets
- A tree of guides, comparisons and pages mapped to demand
- Who it is for
- Content leads, SEO and GEO teams, agencies
- Next step
- Turn high-demand gaps into tracked buyer questions and fixes
- Weighting
- Scores can weigh your questions by the demand behind them
AI search demand research, explained
AI search demand research is the work of finding which questions buyers ask, how often, and how much of that asking now happens in AI answers instead of a list of links. Classic keyword research is a strong base: it tells you search volume. AI search demand research adds whether ChatGPT or Google AI Overviews answer the question directly, and which brands those answers name.
The useful view combines three things: demand for a topic, an estimate of AI volume, and the gap between what ranks in search results and what AI answers say. A topic with high demand and a big gap is where a clear, quotable page can change who gets recommended.
Proofsource reports keyword demand, AI volume and the SERP gap for your topics, adds recommendations and a research report, and keeps a tree of demand assets: the guides, comparisons and pages that meet each piece of demand. You can see what exists, what is missing, and what to make next.
How it works
See keyword demand, AI volume and the gap between search results and AI answers, with recommendations, a research report and a tree of demand assets.
Start from your category
Proofsource reads your brand, competitors and topics to seed the research.
Measure demand
Each keyword gets demand, an AI volume estimate and a SERP gap rating.
Get recommendations
The research report names the topics worth winning and why.
Map demand assets
A tree groups the guides, comparisons and pages that meet each demand.
Track and fix
Turn the best topics into tracked buyer questions and content fixes.
See it in the product
Screens from the Proofsource app, drawn with sample data for an example brand.
| Recommendation | Demand | SERP gap | Priority |
|---|---|---|---|
| Write a sales-call transcription guide | High | High | 1 |
| Add a pricing FAQ | High | Medium | 2 |
| Compare Driffle with Otter alternatives | Medium | High | 3 |
| Refresh the Driffle vs Fathom comparison | Medium | Low | 4 |
- Guides
- How to choose an AI meeting notes tool
- Meeting notes for sales calls (missing)
- Comparisons
- Driffle vs Otter
- Driffle vs Fireflies
- Driffle vs Fathom
- Pricing
- Pricing FAQ (missing)
| Prompt | Monthly searches | Trend | Named in AI |
|---|---|---|---|
| ai note taker for zoom | 9,900 | Rising | 5 of 12 |
| otter alternatives | 4,400 | Flat | 9 of 12 |
| free meeting notes app | 2,900 | Rising | 2 of 12 |
Every capability, live today
9 shipped capabilities behind AI search demand research, each in the product now.
Demand data and research report
Keyword demand, AI volume and the SERP gap for your topics, with recommendations and a research report.
Demand assets tree
Tracks the guides, comparisons and pages that meet each piece of demand in one tree, so gaps are easy to see.
Search volume behind prompts
Google search volume behind tracked prompts, and missing high-volume phrasings.
Keyword analysis
Analyze keywords one at a time or in bulk, with volume, difficulty and trend.
Volume freshness
Marks volumes that could not be refreshed and retries them, so you know how current each number is.
Saved keywords
Save keyword lists with a hierarchy, bookmark the keywords you care about, and list or remove them later.
Organic search windows
Non-branded organic reach from Search Console and GA4, with branded queries split out, in 28-day windows that end on the latest day with data; gaps are never shown as zero.
AI search demand per question
See AI search demand numbers for each tracked question, and per engine.
Demand-weighted scores
Weight your questions by demand so scores reflect the questions buyers ask most.
Who it is for
Plan the quarter on demand
Pick the topics with the most demand and the biggest gap between search and AI answers.
Add AI volume to keyword research
See which keywords AI answers now absorb, not only how many searches they get.
Know what buyers ask
Read the research report to learn which questions your market asks AI most.
Back a content plan with data
Show a client the demand assets tree with the missing pages marked.
Prioritize by demand
Fix the AI questions with the most searches behind them first.
Bridge SEO and AI
See keyword demand and AI visibility on the same prompts.
Why it matters
Write for real demand
Effort goes to topics buyers ask about, not guesses.
See where AI and search differ
The SERP gap shows where ranking well does not mean being named.
One map of your pages
The demand assets tree shows what you have and what is missing.
Feeds the fix loop
High-demand gaps become tracked questions, so you can prove the page worked.
Google AI OverviewsGoogle AI Mode
AI search demand research: Proofsource and other tools
Prompt and AI search volume data is a strength across this market; here is how their public pages describe it next to Proofsource.
| Capability | Proofsource | Profound | Semrush | Ahrefs | AthenaHQ | Scrunch | Rankscale |
|---|---|---|---|---|---|---|---|
| AI search or prompt volume | YesAI volume per keyword next to classic demand | YesPrompt Volumes: real user conversation data, 35 countriesSource | YesPrompt Research with AI topic volume, difficulty and intentSource | YesSearch demand report for keywords that trigger AI answersSource | YesPrompt volume estimation and forecasting on EnterpriseSource | YesReports AI search volumeSource | YesEstimates prompt volume and intentSource |
| Gap between search results and AI answers | YesSERP gap rating per keyword | Not listed | RelatedPosition Tracking compares AI rankings with Google rankingsSource | RelatedWhich high-volume topics trigger AI answers and which pages get citedSource | Not listed | Not listed | Not listed |
| Recommendations and research report | YesRanked recommendations and a research report | Not listed | YesAI Strategic Opportunities at the bottom of each reportSource | Not listed | RelatedContent gap identification: where AI misunderstands the businessSource | Not listed | Not listed |
| Tree of pages mapped to demand | YesDemand assets tree with missing pages marked | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed |
| Keyword volume, difficulty and trend | YesAnalyze keywords one at a time or in bulk, with volume, difficulty and trend | Not listed | YesTopic search showing related prompts, AI topic volume, difficulty, intent, brands and source domainsSource | RelatedKeywords that trigger AI answers in Google, volume-basedSource | Not listed | Not listed | Not listed |
| Search Console and GA4 organic results | YesNon-branded organic reach from Search Console and GA4, branded queries split out | YesClicks, impressions, CTR and position beside AI citationsSource | YesConnect to My Reports for traffic and conversionsSource | YesSearch Console reports with visibility trend and URL filtersSource | YesListed integrationSource | Not listed | RelatedGoogle Search Console linkage, betaSource |
| Scores weighted by demand | YesWeight questions by demand so scores reflect what buyers ask most | Not listed | Not listed | YesVisibility weighted by search volume behind each promptSource | Not listed | Not listed | Not listed |
Where each of them shines
Profound's Prompt Volumes draw on real conversation data across 35 countries and are available through an API. Compare in full
Semrush backs prompt research with a large prompt database showing AI topic volume, difficulty and intent. Compare in full
Ahrefs ties AI answers to search volume and shows which topics trigger AI answers and which pages get cited. Compare in full
AthenaHQ adds forecasting to prompt volume estimates on Enterprise.
Scrunch reports AI search volume alongside presence, citations and sentiment. Compare in full
Rankscale estimates prompt volume and intent through semantic reconstruction.
Questions about AI search demand research
What is AI search volume?
It is an estimate of how much interest in a topic runs through AI answers, as opposed to classic search result clicks. For the questions you track it is based on how often people search the same idea on Google, and Proofsource shows it next to keyword demand so you can compare the two.
What does SERP gap mean?
SERP gap rates how differently search results and AI answers treat a keyword. A high gap means ranking in search does not translate into being named in AI answers, which is where a focused page can help most.
What are demand assets?
Demand assets are the guides, comparisons and other pages that meet a piece of demand. Proofsource keeps them in a tree so you can see what exists and what is missing.
Which AI engines does this cover?
Demand research covers your topics and keywords. The questions you choose to track are then asked across every engine your plan covers, up to 10 AI engines. The free trial runs four.
How is this different from Semrush or Ahrefs keyword research?
Semrush and Ahrefs have deep keyword and prompt data and are excellent for search research. Proofsource puts demand next to your AI answer tracking and fixes, and maps it to a tree of your own pages, so research leads straight to a tracked question and a fix.
How is it different from Profound Prompt Volumes?
Profound Prompt Volumes draw on real conversation data across many countries. Proofsource focuses on turning demand into a plan: the SERP gap, ranked recommendations and the demand assets tree for your brand.
Can I turn a keyword into a tracked question?
Yes. High-demand topics can be added as tracked buyer questions, so you can see whether the page you write gets you named.
Why use Google volume for AI questions?
AI engines do not publish how often each question is asked. Google search volume is the closest public signal of demand for the same idea.
Can I analyze keywords in bulk?
Yes. Analyze a list with volume, difficulty and trend, and save keyword lists.
Keep exploring
Try it on your own brand.
Proofsource is live: scan your brand and see AI search demand research at work with your own answers, competitors and sources.
Google AI OverviewsGoogle AI Mode