Questions checked
7 buyer prompts
Claude, Gemini, Perplexity, ChatGPT answered the buyer questions in this scan.
Public AI visibility report
Wan4ai was named in 7 of 7 buyer prompts.
Everything below is yours to share - mention rate, competitor overlap, the prompts you lost, citation gaps, and a ranked fix list. Refresh scans, weekly monitoring, exports, and team workflows are paid.
You own this category0% competitor overlap
The brand appears in nearly every answer. Now lock it in: protect the citations and stop competitors from creeping back in.
Brand mention rate
86/100
Answers
7
Citations
17
Overlap
0%
AI answers shift. We report mention rates and confidence ranges instead of pretending positions are fixed forever - rescan weekly to track the drift.
Scan coverage
What this report checked.
Buyer questions, competitors, sources, and recommended fixes are shown together so the next move is clear.
Competitors checked
8 tracked
Matched against the category and alternatives selected before the scan.
Sources found
1 source domain
Grouped into Owned so the fix list points at sources to win.
Next moves
3 ranked fixes
Prioritized by what should improve mentions, citations, and competitor overlap.
Priority gap brief
Win this buyer answer first.
The report picks one prompt where the brand, competitors, sources, and next asset line up into the clearest move.
Prompt to protectVerificationClaude
What is the best AI video generator for turning text into short marketing clips?
Wan4ai is already named here. Protect the query by keeping the page fresh, cited, and easier for AI to trust.
Owner-ready action
Turn this gap into a ticket
Growth owner: Buyer-answer page first, source move second, refresh scan after it ships.
Next refresh should keep the mention while lowering competitor overlap on this prompt.
Report feedback
Other brands in the answer
No competing brand named.
Asset to protect
Buyer-answer page: Protect the buyer-answer page that already earns the mention
Source move
Improve wan4ai.app so the page answers the buyer question directly and carries stronger proof.
Proof to watch
Next refresh should keep the mention while lowering competitor overlap on this prompt.
Sources shaping it
wan4ai.app
Refresh comparison
This report is the baseline.
The first scan should prove the problem. Refresh scans prove whether the fixes worked, which prompts flipped, and where competitors came back.
Baseline score
86/100
Competitor overlap
0%
Source domains
1
Monthly proof receipt
Prompt set
7 buyer prompts; priority: "What is the best AI video generator for turning text into short marketing clips?".
Paid refresh reruns the same buyer prompts so gains and losses are real movement, not a changed test.
Competitor frame
8 tracked competitors
The next report should show whether competitor overlap dropped without losing the brand mention.
Citation roots
wan4ai.app
The next report should show whether trusted roots cite the brand, cite the shipped page, or change source mix.
Shipped asset
wan4ai.app/wan4ai-buyer-answer-page-what-is-the-best-ai-video-generator-for-turning
Annotate the content update, then refresh to see whether the URL becomes cited or changes the answer wording.
Proof handoff
Copy the monthly proof brief
This turns the free baseline into a handoff: what stayed fixed, what ships next, and what the paid monthly refresh must prove.
The paid loop starts here.
After the next refresh, this panel turns into a before/after view: score delta, overlap delta, citation movement, and prompt wins/losses.
Report operating rules
Use the free report as the baseline. Use monthly for proof.
The free report should make the next move obvious. Paid refreshes are for proving whether shipped AEO, SEO, and GEO work changed the same buyer answers over time.
Free
Baseline rules
- Read the scan coverage before trusting the score.
- Use the priority gap, answer evidence, sources, and fix list as the free baseline.
- Ship one AEO, SEO, or GEO action from the 30-day plan before changing the prompt set.
Monthly
Proof loop rules
- Refresh the same buyer prompts so movement can be measured against this baseline.
- Watch mention rate, competitor overlap, source roots, confidence, and prompts gained or lost.
- Use monthly monitoring, exports, and team handoffs when the work needs proof across cycles.
Answer the buyer question
Make the page or section easy for answer engines to quote directly.
Make the proof crawlable
Keep the asset indexable, internally linked, structured, and visible in HTML.
Win trusted source coverage
Earn or improve the sources AI systems cite when they form the answer.
Rescan the same prompts
Compare before and after instead of treating one static score as the outcome.
AEO / SEO / GEO snapshot
What this baseline says to ship next.
Each track ties the current evidence to one free move and the paid monthly proof that should change after the work ships.
AEOMention coverage
7/7 prompts
Answer presence to protect
Wan4ai is named across every usable buyer prompt in this scan.
Free move
Write the shortest complete answer to "What is the best AI video generator for turning text into short marketing clips?" with the verdict, proof, and who it is for.
Monthly proof
Rescan the same prompt set and check whether mention coverage rises or any won prompt is lost.
SEOBaseline score
86/100
Crawlable proof asset
Suggested page path: /wan4ai-buyer-answer-page-what-is-the-best-ai-video-generator-for-turning. Title target: Wan4ai Buyer-answer page for AI buyer answers.
Free move
Publish or update the page with a clear H1, visible proof, internal links, FAQ copy, and structured data that matches the page.
Monthly proof
Refresh should show whether the page enters the cited URL set, lifts confidence, or protects the same answer.
GEOSource roots
1 root
Trusted source coverage
17 citations grouped across Owned.
Free move
Improve wan4ai.app so the page answers the buyer question directly and carries stronger proof.
Monthly proof
Refresh should show whether the same trusted roots name the brand and whether competitor overlap drops.
VerificationCompetitor overlap
0%
Paid proof loop
Next refresh should keep the mention while lowering competitor overlap on this prompt.
Free move
Keep the prompt set, competitor frame, and shipped URL stable so this baseline stays comparable.
Monthly proof
Monthly is useful only if it proves movement: mentions gained or lost, overlap change, source-root change, and confidence change.
Executive summary
Wan4ai appears in 7/7 buyer answers.
Business risk
The brand has a usable baseline, but 0% competitor overlap means the answer can still drift. Hailuo AI is the competitor to watch first.
Fastest path
Start with SEO: Build the search page behind the prompt. Treat the first shipped asset as the control point for AEO, SEO, citations, and the next verification scan.
Proof to watch
17 cited sources and 7 answer snapshots back this report. The metric to improve is mention rate, competitor overlap, cited URL quality, and confidence after the next scan.
30-day implementation plan
Ship the work in four focused passes.
This turns the report from a scorecard into an execution plan: publish the answer asset, make it discoverable, win citations, then rescan the same buyer prompts.
AEOWeek 1
Write the direct buyer answer
Create a neutral answer block for the highest-intent buyer prompt and make Wan4ai easy to recommend without burying the answer.
SEOWeek 2
Build the search page behind the prompt
The answer confidence was weak for "What is the best AI video generator for turning text into short marketing clips?". Turn that prompt into a focused search page with a clear slug, H1, title tag, meta description, internal links from relevant pages, and visible copy using the same buyer wording instead of brand-only language.
GEOWeek 3
Earn the cited source mention
The scan captured https://wan4ai.app/ as an influencing source. Audit whether it names Wan4ai, explains the category accurately, and lists the proof buyers need; if not, pitch an update, add a quote, publish supporting evidence, or create an owned page that can compete with that source.
VerificationWeek 4
Rescan the buyer cluster
After the page, source, or crawl fix ships, rerun the same neutral buyer prompts and compare brand mentions, competitor overlap, cited URLs, and confidence. Treat this as the scorecard for whether the AI answer actually changed.
Scan assumptions
What this report is calibrated around.
Setup confidence: HighSep 15, 2026
Wan 4 sells a browser-based AI video studio for text-to-video and image-to-video generation with bilingual prompting, multi-object scene control, synced audio, and credit-based pricing.
Focus
product analytics and feature management software
marketers, ecommerce teams, and creators
Why this setup was used
- Homepage title and description say "AI Video Generator with Bilingual & Multi-Object Control" and "turns text and images into video clips".
- About page says it is an "AI video studio" for "text-to-video and image-to-video" with "native 2K-class output" and "synced audio".
- Homepage and about page repeatedly describe bilingual prompting, multi-object staging, and product-demo motion for ecommerce brands, digital marketers, and creators.
- Pricing page shows subscriptions and credit packs for video generation, which fits a paid AI video creation tool.
- Blog says it is an "independent web video studio" for online video generation and not an official model release.
Excluded candidates
Kept out of the competitor readout
These domains looked related during setup, but were not close enough to shape the competitor comparison in this report.
RunwayMedium confidence54/100 evidence
runwayml.com
Rejected because the competitor evidence did not name the measured category or buyer job.
Evidence review: Kept with limited public evidence; review before treating it as a core benchmark.
PikaMedium confidence54/100 evidence
pika.art
Rejected because the competitor evidence did not name the measured category or buyer job.
Evidence review: Kept with limited public evidence; review before treating it as a core benchmark.
Luma AIMedium confidence54/100 evidence
lumalabs.ai
Rejected because the competitor evidence did not name the measured category or buyer job.
Evidence review: Kept with limited public evidence; review before treating it as a core benchmark.
Kling AIMedium confidence54/100 evidence
klingai.com
Rejected because the competitor evidence did not name the measured category or buyer job.
Evidence review: Kept with limited public evidence; review before treating it as a core benchmark.
VeoLow confidence44/100 evidence
deepmind.google
Rejected because the competitor evidence did not name the measured category or buyer job.
Evidence review: Kept with limited public evidence; review before treating it as a core benchmark.
Share-ready report card
One card. Drop it in X, LinkedIn, Slack, or a board update.
Every public report ships with a social image, ready-to-paste share text, and a printable layout - so the scan does the distribution work for you.
Who AI named
One answer can name several brands - so this is share of mention, not a leaderboard rank.
Wan4ai
7/7 answers
Prompts where AI named your brand.
Hailuo AI
hailuoai.com
81/100 evidenceHigh0/7 answers
Prompts where AI named this competitor - alongside or instead of you.
Why included: Matched experimentation against the inferred market.
Matched setup terms: experimentationMatched setup terms: experimentation
PostHog
posthog.com
90/100 evidenceHigh0/7 answers
Prompts where AI named this competitor - alongside or instead of you.
Why included: Matched feature, product, analytics against the inferred market.
Matched setup terms: feature, product, analytics, experimentationMatched setup terms: feature, product, analytics, experimentation
Statsig
statsig.com
90/100 evidenceHigh0/7 answers
Prompts where AI named this competitor - alongside or instead of you.
Why included: Matched feature, management, product against the inferred market.
Matched setup terms: feature, management, product, analytics, experimentationMatched setup terms: feature, management, product, analytics, experimentation
GrowthBook
growthbook.io
90/100 evidenceHigh0/7 answers
Prompts where AI named this competitor - alongside or instead of you.
Why included: Matched feature, product, analytics against the inferred market.
Matched setup terms: feature, product, analytics, experimentationMatched setup terms: feature, product, analytics, experimentation
Prompts you lost
Buyer questions where AI answered without naming the brand. Each one is a page or proof you should ship.
No lost prompts in this scan.
AI named the brand on every checked prompt. Protect the baseline by watching competitor overlap, cited sources, and the next refresh result.
What AI actually said
Real answers to real prompts. Each card shows the buyer question, the AI agent, who got named, citation count, sentiment, confidence, and a snapshot of the response.
Brand mentionedClaude60% confidence
Which AI video generator is best for image to video workflows?
Wan4ai is a browser-based AI video studio that supports image-to-video workflows, offering features like bilingual prompting, multi-object scene control, and synced audio. It is positioned for marketers, ecommerce teams, and creators, with credit-based pricing for video generation. However, without comparative data on competitors or user reviews, it's unclea...
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand2 cited URLsneutral sentiment
Brand mentionedGemini70% confidence
Which AI video generator is best for image to video workflows?
Based on the available evidence, Wan4ai (wan4ai.app) is a browser-based AI video studio that explicitly supports image-to-video workflows. Its website highlights features like multi-object scene control, bilingual prompting, and synced audio, which are relevant for marketers and creators. However, without connected search evidence comparing it to other AI vi...
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand2 cited URLsneutral sentiment
Brand mentionedPerplexity60% confidence
Which AI video generator is best for image to video workflows?
Wan4ai is a browser-based AI video studio that supports image-to-video workflows with features like multi-object scene control, bilingual prompting, and synced audio. It targets ecommerce brands, marketers, and creators, offering credit-based pricing for video generation. However, without specific performance comparisons or user reviews, it's unclear how it...
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand3 cited URLsneutral sentiment
Brand mentionedChatGPT60% confidence
Which AI video generator is best for image to video workflows?
Wan4ai is an AI video generator that supports image-to-video workflows, offering features like bilingual prompting, multi-object scene control, and synced audio. It is positioned as a browser-based AI video studio for marketers, ecommerce teams, and creators. However, without specific performance comparisons or user reviews, it's unclear how it stacks up aga...
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand2 cited URLsneutral sentiment
Brand mentionedClaude90% confidence
What is the best AI video generator for turning text into short marketing clips?
Wan4ai is a browser-based AI video generator that specializes in turning text and images into short marketing clips, offering bilingual prompting, multi-object scene control, synced audio, and 2K-class output quality. It is designed for marketers, ecommerce teams, and creators, with credit-based pricing for video generation.
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand3 cited URLspositive sentiment
Brand mentionedGemini50% confidence
What is the best AI video generator for turning text into short marketing clips?
Based on the available evidence, Wan4ai (wan4ai.app) is a browser-based AI video studio designed to turn text and images into video clips, with features like bilingual prompting and multi-object scene control that are relevant for creating short marketing content. However, without connected search evidence for the specific question about the 'best' AI video...
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand2 cited URLsneutral sentiment
Brand mentionedChatGPT80% confidence
What is the best AI video generator for turning text into short marketing clips?
Wan4ai (wan4ai.app) is an AI video generator designed for creating short marketing clips from text and images, featuring bilingual prompting, multi-object scene control, synced audio, and 2K-class output. It targets marketers, ecommerce teams, and creators with a credit-based pricing model.
Names in answer
Wan4ai
Sources cited
wan4ai.app
Prompt battlecard
Protect this query: keep the page cited, refresh proof, and watch whether competitors appear beside Wan4ai.
1 mentioned brand3 cited URLspositive sentiment
Sources AI is citing
Every source AI cited in this category. Audit them to see which ones already mention you and which don't.
Owned
17
1 source domain
OwnedAuthority 58
wan4ai.app
https://wan4ai.app/
OwnedAuthority 58
wan4ai.app
https://wan4ai.app/about
OwnedAuthority 58
wan4ai.app
https://wan4ai.app/about
OwnedAuthority 58
wan4ai.app
https://wan4ai.app/
OwnedAuthority 58
wan4ai.app
https://wan4ai.app/about
Your fix list
Ranked by impact. Ship these and rescan to verify the answer flipped. Refresh scans, weekly monitoring, exports, and team workflows are paid.
SEOImpact highEffort mediumContent or SEO
Build the search page behind the prompt
The answer confidence was weak for "What is the best AI video generator for turning text into short marketing clips?". Turn that prompt into a focused search page with a clear slug, H1, title tag, meta description, internal links from relevant pages, and visible copy using the same buyer wording instead of brand-only language.
Free move
Turn this into a crawlable page or section with a clear title, H1, internal links, FAQ copy, and visible proof.
Monthly proof
Refresh the same prompt and compare cited URLs, answer confidence, and whether the page becomes part of the AI answer.
GEOImpact mediumEffort mediumPR or partnerships
Earn the cited source mention
The scan captured https://wan4ai.app/ as an influencing source. Audit whether it names Wan4ai, explains the category accurately, and lists the proof buyers need; if not, pitch an update, add a quote, publish supporting evidence, or create an owned page that can compete with that source.
Free move
Earn or update the cited source so it names the brand, category, and proof buyers need.
Monthly proof
Refresh the same prompt and check whether the source root appears, competitor overlap drops, or the brand is cited with stronger context.
VerificationImpact mediumEffort lowGrowth owner
Rescan the buyer cluster
After the page, source, or crawl fix ships, rerun the same neutral buyer prompts and compare brand mentions, competitor overlap, cited URLs, and confidence. Treat this as the scorecard for whether the AI answer actually changed.
Free move
Keep the buyer question, competitor frame, and shipped URL stable so the baseline stays comparable.
Monthly proof
Next refresh should keep the mention while lowering competitor overlap on this prompt.
Free baseline ready.
This free view gives the current evidence. Unlock monthly refreshes when you need before/after proof, monitoring, exports, and team workflows.
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