WHY ONTEVO

Generic AI Guesses. We Bring Receipts.

The AI industry has a truth problem. Here's how bad it really is — and why we built something different.

Context is the Killer
95%
Project Failure Rate
ChatGPT assumes. Ontevo knows your full business context — your reviews, your competitors, your zip code.
Source: MIT Project NANDA, "The GenAI Divide: State of AI in Business 2025"
Confidence ≠ Truth
27%
Hallucination Rate
Generic AI guesses. We ground every insight in verifiable evidence — linked to specific reviews, rankings, and data points.
Source: Vectara Research, "Hallucination Leaderboard & Risk Report (2024/25)"
Chat ≠ Work
70%
Task Failure Rate
AI chats give you ideas. We fix it for you — with verifiable proof and human-in-the-loop approval before anything goes live.
Source: Carnegie Mellon University, "Agents in the Wild: Task Failure Benchmarks"

Three Layers. One Brain. Zero Hallucinations.

Ontevo gives Normalized Intelligence, while competitors dump data dashboards.

We See Your Full Business
5,000+ Signals
Spec Lab
Product & Pricing Gaps
Trust Index
Reputation & Sentiment
Signal Radar
Search Visibility & Local Pack
Friction Lab
Conversion & UX Analysis
We Build Your Context Pack
Context Engine
Verification
Personas
Insights
Every signal normalized, verified, and linked to evidence before an agent ever sees it.
We Deploy Context-Aware Agents
System of Action
Fix Lists
Prioritized Tasks
Action Agents
Draft & Approve Ops
Verified Growth
Measurable Revenue Impact
THE ONTEVO DIFFERENCE

How We're Different.

PILLAR 01

Zero Hallucinations.

Every insight is traceable to a specific review, price point, or search query. If we can't prove it, we don't report it.

PILLAR 02

Your Data. Your Competitors. Not Some Generic Benchmark.

We don't compare you to an industry average from a whitepaper. We scan 5,000+ data points from your business and your direct competitors — their reviews, their pricing, their search rankings, their conversion signals. Every insight is specific to your market, your zip code, and your category. The evidence is real because the data is real.

PILLAR 03

Execution, Not Busywork.

Other tools give you charts. We give you executed assets. Review responses drafted. Ad concepts ready. Menu updates suggested. You just approve.

Ontevo Approval Queue
3 drafts waiting
Review Response
Reply to ★★★ review from Sarah M. — addresses shipping concern
Approve
Skip
Ad Concept
Meta ad headline A/B variant — "Barrier Repair" value prop
Approve
Skip
Page Update
Product page hero — add "Dermatologist Tested" trust badge
Approve
Skip
We don't guess. We prove.
THE INTELLIGENCE STACK

What Powers the Receipts.

40 expert-built analyzers working in concert across 4 dimensions.

10
ANALYZERS
Spec Lab
Product gaps, pricing intelligence, trend detection, competitive positioning
13
ANALYZERS
Trust Index
Trust signals, sentiment analysis, response quality, review patterns
8
ANALYZERS
Signal Radar
SERP features, Local Pack ranking, profile completeness, citation audit
8
ANALYZERS
Friction Lab
Page speed, checkout friction, CTA effectiveness, mobile UX scoring

Featured Analyzers

Price-Value Synthesizer
Cross-references pricing with sentiment across your entire competitive set. Finds the “Value Cliff” — the exact point where your price exceeds perceived value.
Wishlist Miner
Scans thousands of reviews for “I wish...” signals. Surfaces unmet demand and white space your competitors haven't claimed yet.
Psychological Trust Auditor
Separates fixable service errors from fatal integrity breaches. Tells you exactly which trust signals to add — and which to fix first.

25M+

Market Records

5,000+

Signals Per Business

40

Expert Analyzers

<60s

First Insight

HEAD-TO-HEAD

ChatGPT vs. Ontevo.

One generates plausible text. The other generates proof.

Dimension
ChatGPT
Ontevo
Data Source
Training data (stale)
Months to years old
Live market data (25M+ records)
Updated continuously
Evidence
None
Generates plausible text
Linked to specific Review IDs, SERP ranks
Every claim is traceable
Hallucinations
Frequent
No way to verify
Zero
If we can't prove it, we don't say it
Your Business
Knows nothing about you
Generic suggestions
Scans YOUR reviews, competitors, search data
Personalized intelligence
Output
Text suggestions
You still do all the work
Executed assets ready for approval
Review responses, ads, page updates
Execution
None
Copy-paste, then figure it out
13 AI agents drafting work
One-click approval workflow
PROOF

What Founders Are Saying.

“We asked ChatGPT what to do about our reviews. It gave us a template. Ontevo gave us 47 custom responses linked to specific complaint patterns — and our rating went from 3.8 to 4.5 in 8 weeks.”

Sarah M.

Founder, DTC Skincare Brand

“Our consultant charged $15K for a ‘competitive analysis’ that was basically a Google search. Ontevo found 6 pricing gaps and a product white space opportunity in 48 hours. With receipts.”

James R.

CEO, Home Services Company

“I thought we had a traffic problem. Ontevo showed us it was a trust problem — we were missing 9 trust signals our top competitor had. Fixed them, conversion rate jumped 31%.”

Maria L.

VP of Product, Consumer Electronics

“The Wishlist Miner alone paid for a year of Ontevo. It found a feature our customers were begging for in reviews that we had no idea about. Launched it, and it became our best seller.”

David K.

Owner, MedSpa & Wellness Center

STOP GUESSING. START ENGINEERING.

The World’s First Fractional Growth team.

See the exact revenue you lost to competitors yesterday. Analysis takes 60 seconds.
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