Validate your product content before publishing so ChatGPT, Claude, Perplexity, and Gemini tell high‑intent prospects more about your product.
From pre-publish Answer Engine Optimization (AEO) validation to post-AEO intelligence.
Gain a holistic view of the upstream and downstream intelligence for AEO to utilize it for GTM, product positioning, and demand generation.
30 minutes, walked through by our team. No preparation needed, and no commitment.
Customized to Your Use Case, Free & Short-Term Pilot
Real-Time, Pre-Publish AEO Simulations
You'll determine how a specific content-associated AEO performance will come out and your content's citation probability — before publishing.
Simulated & tracked across
- ChatGPT
- Claude
- Gemini
- Perplexity
Use Cases
A clearer path from AI answers to business outcomes.
Why MarkiRise
Everything a marketer needs to win the answer.
Five capabilities that keep the marketer in charge while agents do the groundwork — from source-verified drafting to post-publish evidence.
Near-Zero Hallucinations
- Role-based AI agents restricted to verified sources only
- Every source requires the marketer's explicit approval
- Verified sources such as ERP and CMS are set by you
Real-Time, Multi-Engine Prompt Testing
- Simulate unvalidated, pre-publish content across ChatGPT, Claude, Gemini, and Perplexity
- Actively enable your content to be extractable based on the per-engine, per-query diagnostic analysis including Citation Probability
- Gain the holistic view of the real-time LLM citations against the tested content pieces using macro-level metrics: Mentionability, Weighted Position, Share of Voice, and Sentiment.
- Mitigate risks of losing intent traffic and pipeline opportunities due to content failure and lagged citation cycle
- Shorten Time-to-Citation
Audit & Actions
- See exactly where AI bots mention or cite your content
- Analyze accuracy and fact density claim-by-claim
- Trigger correction requests where sources are controllable
Post-AEO Intelligence
- Consolidated post-campaign performance data and ongoing monitoring
- Breakdown by engine, by product, by configurable time frame, and by location
- Click tracking to measure AEO attribution in the pipeline (integration with CRM required)
Integration
- MCPs for internal systems and approved external sources
- Marketing automation, CRMs, and collaboration tools
- HubSpot, Slack, MS Teams, SharePoint, Google Drive
The workflow
AEO enhancement for securing high-intent prospects.
Agents help. Marketers decide. Every stage leaves an audit trail.
Projects & Agents
Create projects, set verified sources and target channels, and assign role-based agents.
Content Studio
Content agent drafts two summary versions with source confidence scores.
Human Review
Marketer writes the draft on top of the summaries. Human voice scoring keeps it authentic.
Mock Test and Audit Report
Simulate the draft on major AI answer engines. Score before you publish.
Publishing
Finalize and publish to channels — the content stays human-owned.
Tracking
LLM mentions, sentiment and query-level attribution, consolidated.
Pricing
Plans that scale with your AEO ambition.
Start with a single source and a few runs a month. Move up when the workflow proves itself.
Frequently asked
Questions, answered.
Contact
Let's discuss your AEO play.
Not ready for a demo? Send us a note — questions about fit, sources, integrations or pricing. We read and answer every message.
letsdiscuss@markirise.comSee it on your own use case
A 30-minute walkthrough of the full pipeline — drafting, prompt testing, audit and tracking — with your case.