Past paradigm
Traditional search focus
- Keyword rankings and blue-link click-through rates.
- Content refresh cycles tied to algorithm updates.
- Separate measurement for SEO, PR, and product feedback.
Built for the era of AI search.
Understand how AI sees your brand.
TL;DR: TheModa is an AI visibility platform that helps brands optimize their presence across ChatGPT, Gemini, Perplexity, and other AI assistants by improving structure, page quality, presence, and protection signals.
TheModa helps you uncover and improve your visibility inside ChatGPT, Gemini, and Perplexity.
Reveal the signals that make AI trust and recommend your brand.
⚡ Search evolution
Search has moved from ten blue links to conversational answers.
AI assistants shape the buyer journey before anyone lands on your site. TheModa shows exactly where you appear today—and what it takes to win tomorrow.
Present reality
Answer engine reality
- Natural-language prompts that expect structured, trustworthy answers.
- Blended journeys where assistants cite reviews, docs, and communities.
- LLMs selecting brands that score highest across structure and authority.
Dynamic Suite
Platform capabilities built to operationalize Answer Engine Optimization.
Unify measurements, monitoring, and improvements across every AI interface so teams can see what assistants say and act on it fast.
Explore the toolkitHover each vignette to reveal the gradient pulse.
1
AI Visibility Tracker
See how ChatGPT, Gemini, Perplexity, and Copilot describe your products, people, and proof points in real time.
Learn more2
Competitor Tracking
Benchmark against rival narratives, AI citations, and structured data maturity across every answer engine.
Learn more3
Sitemap Analysis
Audit crawl depth, internal linking, and entity markup so LLMs understand the full context of your site.
Learn more4
AI Analyze (Page Quality Audit)
Score readability, freshness, UX, and intent alignment for every high-value page using AI-assisted reviews.
Learn more5
Performance & Clarity Tests
Run Lighthouse and comprehension benchmarks to confirm your content is fast, clear, and conversion-ready.
Learn more6
Brand Mentions Monitor
Track citations across Reddit, forums, analyst sites, and reviews to know the full story assistants ingest.
Learn more7
Robots & Indexability Check
Validate robots.txt, meta robots, and crawl directives so every assistant can reach your structured data.
Learn moreThe 4P framework
Structure, Page Quality, Presence, and Protection—scored in one workspace.
TheModa codifies the 4P model so every team understands what answer engines evaluate and how to improve each signal with confidence.
Structure
4 checksEnsure AI systems can crawl, understand, and organize your site.
- Sitemap depth and XML health
- Metadata completeness and consistency
- Internal linking and schema markup
- Robots.txt and crawl directives
Page Quality
4 checksConfirm every strategic page is clear, current, and conversion-ready.
- Content depth, readability, and narrative clarity
- Freshness compared to competitors and market trends
- UX performance benchmarks (Core Web Vitals, Lighthouse)
- Intent alignment between prompts, answers, and CTAs
Presence
4 checksKnow how often and where AI cites your brand and proof points.
- Share of voice across AI chatbots and assistants
- Volume and sentiment of reviews, testimonials, and case studies
- Coverage across communities, forums, and analyst houses
- Entity consistency across knowledge bases and directories
Protection
4 checksSafeguard your brand narrative as AI adoption accelerates.
- Competitor encroachment and misinformation alerts
- Brand name and domain consistency across assistants
- Policy compliance and governance workflows
- Automated monitoring for answer drift or hallucinations
Engagement Model
How TheModa activates the 4P framework with your team.
Blend expert analysts with automated scoring so marketing, product, and comms can move from insight to action without losing momentum.
- 1
Connect your domains and feeds
Import your sitemap, surface library, and brand profiles. TheModa maps entities, journeys, and technical posture automatically.
Outcome
An AI-ready inventory that highlights where structure or metadata breaks down.
- 2
Run the 4P assessment
Score Structure, Page Quality, Presence, and Protection with AI-assisted diagnostics and Zod-validated data ingestion.
Outcome
Prioritized recommendations and owners across content, product, and comms teams.
- 3
Monitor, remediate, and protect
Deploy fixes via structured playbooks, receive automated alerts, and watch AI visibility lift in real time.
Outcome
Continuous improvement loops tied to pipeline, retention, and brand trust.
Why it matters
Answer Engine Optimization goes beyond classic SEO.
AI assistants synthesize answers, not links. They reward structured data, verified proof points, and consistent narratives. TheModa makes it easy for every team to orchestrate those inputs—so the most trusted answer is always yours.
Structure + Schema Mastery
Engineer internal linking, sitemap depth, and schema coverage so assistants can parse every entity you own.
Page Quality Intelligence
Score clarity, freshness, and UX to make your answers the obvious pick for AI summaries and citations.
Presence & Protection
Track brand mentions, competitor moves, and trust signals to prevent misinformation and brand drift.
User-Generated Content Is Fueling LLMs
Top sources shaping AI answers (Semrush Enterprise, Aug 2025)
LLMs rely heavily on review-based, community-generated, and educational content — not just encyclopedic sources.
ChatGPT visibility inputs
| Source domain | Contribution (%) |
|---|---|
| wikipedia.org | 167.08 |
| reddit.com | 121.88 |
| techradar.com | 59.71 |
| g2.com | 20.04 |
| medium.com | 15.75 |
Google AI visibility inputs
| Source domain | Contribution (%) |
|---|---|
| zapier.com | 21.18 |
| medium.com | 19.21 |
| linkedin.com | 18.78 |
| g2.com | 15.72 |
| google.com | 12.45 |
Key takeaway: Community and peer-generated content now drives AI visibility more than traditional SEO signals.
AI Chatbots Are #1 Source for Software Buyers
G2 Survey, August 2025
Buyers are shifting their discovery journey from vendor-led to AI- and community-driven validation.
| Information source | Buyers relying on it (%) |
|---|---|
| AI Chat (e.g., ChatGPT) | 51% |
| Software Review Sites | 38% |
| Vendor Website | 38% |
| Research Analyst Firms | 34% |
| Community Forums | 32% |
| Peers & Colleagues | 31% |
Key takeaway: AI chats and third-party reviews are shaping purchase decisions before users ever visit a vendor’s website.
Move the metrics that matter across every layer of the 4P framework.
Turn AI visibility insights into structured updates, monitor impact in real time, and prove how Answer Engine Optimization fuels growth.
Structure
Fix crawl depth, sitemap coverage, and schema health so assistants have the right context to cite.
- Resolved indexing blockers
- 0%
- Schema coverage increase
- +0%
Page Quality
Elevate clarity, freshness, and UX signals so AI models surface the latest, most helpful content.
- Readability benchmark
- 0.0/5
- Fresh page coverage
- +0%
Presence & Protection
Keep tabs on competitor narratives, review velocity, and sentiment so AI answers stay accurate and on-brand.
- Brand mention share
- 0.0x
- Alerted drift incidents
- 0
Ready to operationalize your Answer Engine Optimization program?
Join growth, marketing, and product teams who treat AI answer engines as critical discovery channels.
- AI visibility benchmarks across every major assistant.
- Automated playbooks mapped to the 4P framework.
- Collaborative workspace for marketing, product, and comms.
Choose your plan
Select the plan that fits your needs
MonthlyYearly
Free
$0/month
Forever Free
- 1 AI Visibility Prompt Tracker
- 1 Analyses
- 1 Clarity Scans
- 1 Performance Tests
- 1 Users
Starter
$69/month
- 7 AI Visibility Prompt Tracker
- 1 AI Visibility Competitor Tracker
- 25 Analyses
- 40 Clarity Scans
- 10 Brand Mentions
- 15 Performance Tests
- 5 Sitemap Analyses
- 1 Users
Growth
$129/month
- 25 AI Visibility Prompt Tracker
- 5 AI Visibility Competitor Tracker
- 50 Analyses
- 80 Clarity Scans
- 25 Brand Mentions
- 40 Performance Tests
- 15 Sitemap Analyses
- 3 Users
- Advanced Reports
- Priority Support
- Exportable Reports
Recommended
Pro
$189/month
- 50 AI Visibility Prompt Tracker
- 10 AI Visibility Competitor Tracker
- 100 Analyses
- 200 Clarity Scans
- 50 Brand Mentions
- 100 Performance Tests
- 40 Sitemap Analyses
- 5 Users
- Advanced Reports
- Priority Support
- Exportable Reports
Business
$249/month
- 100 AI Visibility Prompt Tracker
- 20 AI Visibility Competitor Tracker
- 150 Analyses
- 500 Clarity Scans
- 100 Brand Mentions
- 200 Performance Tests
- 100 Sitemap Analyses
- 10 Users
- Advanced Reports
- Priority Support
- Exportable Reports
Enterprise
Enterprise
Custom
Contact Sales
- Unlimited AI Visibility Prompt Tracker
- Unlimited AI Visibility Competitor Tracker
- Unlimited Analyses
- Unlimited Clarity Scans
- Unlimited Brand Mentions
- Unlimited Performance Tests
- Unlimited Sitemap Analyses
- Unlimited Users
- Advanced Reports
- Priority Support
- Exportable Reports
Launch in minutes
Start optimizing your AI visibility today.
Create your workspace, connect key journeys, and see prioritized fixes without waiting for a sales call. Everything you need to prove impact is ready from the first login.
Guided activation
Onboard with interactive checklists and scorecard tours crafted by AEO operators.
Flexible collaboration
Invite marketing, product, and support teammates to co-own the roadmap on day one.
What to expect
- Platform overview tailored to your goals
- Live analysis of a key journey or asset
- Custom strategies and next-step recommendations
- Reporting templates and ROI measurement walkthrough
Customer proof
Operators who own AI visibility rely on TheModa.
Trusted by content, product, and growth leaders transforming how AI assistants speak about their brand.
Loved by modern teams
Five out of five ratingVerified leader
TheModa has revolutionized our content strategy. We finally see how AI assistants talk about us and how to shape the narrative.
Five out of five ratingVerified leader
The analysis is spot-on and refreshes faster than anything else we've tried. Our sales team references the scorecard every week.
Five out of five ratingVerified leader
A must-have tool for modern marketers. TheModa gives us confidence that AI is recommending our brand for mission-critical queries.
FAQs
Answering the most common AEO questions.
What is Answer Engine Optimization (AEO)?
AEO is the practice of shaping how AI assistants answer questions in your category. It blends structured data, page quality, presence signals, and brand protection so models choose you.
How does TheModa improve AI visibility?
TheModa tracks how assistants describe your brand, evaluates competitors, and prioritizes fixes across the 4P framework—Structure, Page Quality, Presence, and Protection.
How quickly can we see performance improvements?
Teams typically see early narrative shifts within 14 days. AI citation share, review coverage, and conversion signals compound over 6–8 weeks as fixes roll out.
Which content types benefit from AEO?
Product pages, documentation, support content, partner resources, community posts, and review programs all contribute to AI-grounded answers.
How is AEO different from traditional SEO?
SEO optimizes for rankings; AEO ensures assistants extract accurate, helpful answers. TheModa unifies both so you win across search, chat, and voice experiences.
Can our team maintain optimizations internally?
Yes. TheModa pairs scorecards, collaborative workflows, and governance templates so your teams can run AEO programs confidently.
Which metrics does the platform track?
Monitor AI visibility coverage, sentiment, intent alignment, schema health, review velocity, competitor share, and downstream pipeline influenced by AI journeys.
Additional resources
Why teams rely on TheModa to run Answer Engine Optimization
We connect AI visibility data, structured recommendations, and cross-functional workflows so every team understands how to improve answer share.
Why teams choose TheModa
- Structure: Validate sitemap coverage, metadata depth, and schema freshness.
- Page Quality: Benchmark readability, clarity, and intent alignment for key pages.
- Presence: Track reviews, citations, and community conversations influencing AI answers.
- Protection: Detect competitor drift, policy gaps, and inconsistent brand narratives.
Explore the AI Visibility Playbook to see how modern teams operationalize the 4P framework inside TheModa.
See the full TheModa product breakdown
Explore dashboards, automations, and governance features that make AI visibility measurable.
View resourceDownload the 2025 AI Visibility Benchmark
Compare your footprint with industry peers and uncover the most cited domains per assistant.
View resourceAEO playbooks for growth teams
Step-by-step guidance to activate the 4P framework across marketing, product, and customer teams.
View resourceTheModa turns AI visibility into measurable business outcomes.
Arm every go-to-market function with the data, recommendations, and guardrails they need to influence AI-driven discovery and revenue.
Visibility
- See how AI assistants describe you and where you are invisible today.
- Capture high-intent prompts with structured, verified narratives.
- Close coverage gaps before competitors own the conversation.
Optimization
- Prioritize updates that move Structure, Page Quality, Presence, and Protection scores.
- Ship fixes faster with automations and governance built for cross-functional teams.
- Align content, schema, and authority investments to real demand signals.
Monitoring
- Receive proactive alerts when AI narratives drift or reviews lose freshness.
- Track competitor moves across assistants, reviews, and community channels.
- Know when policies, robots rules, or schema changes block discovery.
Insights
- Translate AI assistant activity into pipeline, retention, and trust metrics.
- Share clear scorecards with executives, marketing, and product owners.
- Prove the ROI of Answer Engine Optimization with longitudinal reporting.
Last updated: November 18, 2025