Know what's wrong with your product before your customers do.
Turn 250,000+ daily reviews into defect signals, VoC reports, and competitor alerts, up to 180 days before your warranty desk notices.
Don't wait for warranty claims.
By the time a failure is escalated internally, the damage to your brand trust is already done.
Signals emerge
Complaints rise on Reddit and forums. Reviews start dropping slightly.
Retailer impact
Competitors gain share. Star ratings drop below 4.0. Returns inch up.
Warranty reality
Internal alerts finally trigger. Recall protocols begin. Millions lost.
IMO detects reliability risk 60-180 days earlier.
By indexing the public web and your private systems together, IMO computes defect acceleration before it ever hits your CRM.
Every tool a quality team needs. Nothing they don't.
Add a SKU. The pipeline runs. Fifteen minutes later your team has structured intelligence ready to act on.
What owners actually think, by aspect
LLM-generated summaries cited back to specific review IDs. If a claim can't be grounded, it gets dropped, never hallucinated.
Every alert comes with a dollar figure
Mentions times lead-time days times severity, capped and computed. Paste it straight into a board deck.
See competitors losing before they fix it
A time-bounded window, typically 60-90 days, to move on shelf placement or design before they recover.
Ask a question, get an answer with citations
Full context of your portfolio, every SKU, every defect. Dispatches inline charts and cites the exact reviews behind every claim.
Pipe intelligence into tools you already use
OpenAPI 3.1 spec, BYOD ingestion endpoint, HMAC-signed delivery to Jira, Slack, or Salesforce.
Access control without the setup pain
Four roles, MFA per tenant policy, SAML SSO, IP allowlisting, and an append-only audit log.
Two data pipelines. One unified score.
IMO indexes the public web at scale, then blends in the private systems only you have, so nothing falls through the cracks.
Public market intelligence
250,000+ reviews, forum threads, and marketplace ratings, crawled daily across 28+ public sources. No setup required.
28+ sources liveYour private systems
Warranty claims, support tickets, and CRM records, ingested through 27+ native connectors and kept tenant-private.
27+ connectors
55+ sources today. Don't see yours? We ship new connectors every month.
47 days earlier than internal warranty escalation.
IMO detected an emerging hinge defect by analyzing rising complaint frequency across Reddit, Best Buy, and review forums.
Mentions reached 6.2% of verified reviews, up from a 1.8% baseline. IMO recommended holding the Q1 manufacturing batch for structural review, 47 days before internal warranty volume crossed the same threshold.
One intelligence graph. Three commercial surfaces.
Pricing is scoped to your use case. Talk to us and we'll tailor a package that fits.
Brand Intelligence
For brands that need to catch defects before their warranty desk does.
- Portfolio-wide reliability scoring
- 60-180 day defect lead-time detection
- Competitive benchmarking across 5 SKUs
- Weekly defect-trend digest
- Voice-of-customer synthesizer
Sponsored Research
Co-branded category intelligence reports trusted by trade media.
- 200K+ reviews analyzed per report
- 40-60 page branded category study
- Exclusive pre-publication data access
- PR distribution to 20+ tier-1 outlets
- Co-hosted webinar and press mentions
Licensing
Authority scores for AI engines, retailers, and commerce platforms.
- 8 RESTful score and recommendation endpoints
- OpenAPI 3.1 spec plus Postman collection
- Attribution-ready score display rights
- 99.99% SLA with indemnification
- Category exclusivity options
Design partner pricing available for the first 5 brands. Talk to us to learn more.
Frequently asked questions
IMO indexes public reviews, forum threads, and marketplace ratings daily, then measures how fast a defect theme is accelerating against its own baseline. Most reliability issues show up in review language 60-180 days before they generate enough warranty volume for an internal team to notice.
The intelligence layer behind modern product decisions.
IMO helps brands detect reliability risk, understand customer sentiment, and benchmark competitors before the market reacts.