Product · Issue 04 · The Roadmap Edition
The single feed of validated customer signals — so your team ships on evidence, not opinion.
Obivu unifies the 9.2M+ weekly feedback signals your customers already leave — across support tickets, NPS verbatims, interviews, and product analytics — and ranks them against the users who pay you. The result is a prioritized backlog with a median signal-to-ship time of 11 days, validated by an independent Nucleus Research study.
No credit card · 38-min average migration from Dovetail, Pendo, or Productboard · Full feature access · White-glove onboarding included.
The diagnosis
Your customers are shouting the roadmap back at you. You're just not hearing it in one voice.
Every product team we've spoken to since 2021 — across 1,840+ deployments — describes the same exhausting week: a CSAT export on Monday, a Notion research dump on Tuesday, three Dovetail folders on Wednesday, and a Pendo funnel chart that contradicts all of it by Friday. The debate is no longer what to build; it's whose anecdote wins the planning meeting.
Meanwhile, an engineer pulls a ticket tagged “high priority” from six months ago that nobody can defend. A roadmap gets re-cut. A launch slips. The highest-paying customers quietly churn — and the post-mortem cites “misalignment,” which is a polite word for we couldn't hear them all at once.
Obivu was built to retire that pattern. Founded in 2021 by ex-Atlassian and ex-Intercom product leaders who had lived the mess firsthand, the platform ingests every signal — interviews, support tickets, NPS verbatims, product analytics — and runs them through a proprietary Intent Graph trained on 41M anonymized feedback signals. What comes out is a single ranked feed of unmet needs, surfaced with 93% precision and weighted toward the users who actually renew.
Customers ship prioritized features 4.7× faster than their previous workflow — a median 11 days from signal to ship, against an industry benchmark of 52. That's not a productivity gain. That's a different category of product team.
The Obivu Method
Unify. Rank. Ship.
A three-step methodology that turns raw, fragmented feedback into a prioritized backlog in days — built on the same Intent Graph that backs G2's #1 Product Analytics leader for seven straight quarters.
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Chapter 01
Unify every signal into one ranked feed.
Connect Intercom, Zendesk, Salesforce, Gong, Dovetail, Notion, Pendo, Amplitude, and 40+ more in under an hour. Obivu normalizes tagged interviews, NPS verbatims, support tickets, and quantitative events into a single schema — no spreadsheets, no Notion research hubs, no copy-pasted Slack threads.
- Free migration from Dovetail, Pendo, Productboard, and Notion — average setup 38 minutes
- SOC 2 Type II certified since 2022; HIPAA-compliant deployments on Enterprise
- 9.2M customer feedback signals processed every week across the Obivu Insight Cloud
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Chapter 02
Rank every insight by verified user intent.
The Intent Graph — trained on 41M anonymized user feedback signals — scores each request against (a) the customers asking, weighted by ARR, (b) recency and frequency of the ask, and (c) overlap with shipped features. The result is a defensible, evidence-first backlog your PMs can argue over with their laptops open.
- Unmet needs surfaced with 93% precision in peer-reviewed benchmarks
- ARR-weighted scoring so the roadmap reflects who pays, not who shouts
- One-click “why is this ranked here” provenance down to the source quote
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Chapter 03
Ship validated features in days, not quarters.
Push the ranked feed straight into Jira, Linear, Shortcut, or Asana with two-way sync. Track the closed loop from signal through release and back into adoption in Amplitude or Mixpanel. Median customer ships a prioritized feature in 11 days; the industry benchmark is 52. Renamed “Coolest Analytics Vendor of 2024” by Forrester for exactly this reason.
- 4.7× faster signal-to-ship than previous workflows
- Median 6.4× ROI within 6 months, validated by Nucleus Research (Q3 2023)
- Named “Coolest Analytics Vendor of 2024” by Forrester's Modern Intelligence Showcase
The Methodology
The Intent Graph: a model trained on 41 million signals, ranked by what users will pay for next.
Conventional tagging buckets feedback into flat themes. Obivu reads every interview transcript, support ticket, NPS verbatim, and in-app event through the Intent Graph — a proprietary graph model that scores each signal by unmet need, account value, and recency. The output is a single ranked feed where the top card is the feature your highest-value customers are already asking for.
In peer-reviewed benchmarks against human-labeled research repositories, the Intent Graph surfaced unmet needs with 93% precision — meaning a product manager can ship the top-ranked item without a six-week debate cycle. The model trains on 41M anonymized feedback signals and updates within roughly 30 seconds when new data lands.
- Precision93% on peer-reviewed need-detection benchmarks
- Training set41M anonymized user feedback signals
- Refresh latencyWithin ~30 seconds of new data landing
- InputsInterviews, support tickets, NPS, in-app events, CSAT
The Evidence
4.7×
Faster signal-to-ship
Median 11 days vs. 52-day industry benchmark
6.4×
Median ROI within 6 months
Independent Nucleus Research study, Q3 2023
93%
Precision on need detection
Intent Graph vs. human-labeled repositories
38min
Average migration time
From Dovetail, Pendo, Productboard, or Notion
Eleven days from signal to ship. A 6.4× return, validated by Nucleus Research.
Independent benchmarks and customer telemetry from 1,840+ product teams running on Obivu.
Sources: Nucleus Research Q3 2023 ROI study · Obivu customer telemetry, FY2024 · G2 Spring 2024 Product Analytics category
Stack & Switch
Every signal in. Forty-minute switch over. White-glove migration, on the house.
Obivu ingests the fragmented feedback your team already produces — interviews, support tickets, NPS, CSAT, in-app events, sales call notes — and ranks it in a single feed. Our migration team moves your existing Dovetail, Pendo, Productboard, or Notion research hub to Obivu in an average of 38 minutes, with full taxonomy preserved.
Nine signal sources, one ranked feed
Interviews, support tickets, NPS verbatims, CSAT, in-app events, sales calls, app reviews, Slack escalations, and survey responses flow into the same intent-scored queue — no manual tagging required.
- Gong
- Zendesk
- Intercom
- Delighted
- Salesforce
- Mixpanel
- Amplitude
- Heap
- Notion
Free migration from four stacks
Our solutions engineers handle the cutover from Dovetail, Pendo, Productboard, or Notion research hubs — average 38 minutes, taxonomy intact.
SOC 2 Type II · HIPAA-ready
Certified since 2022. HIPAA-compliant deployments available on the Enterprise plan for regulated workloads.
Pilot
Start Free 14-Day Pilot
Move your research hub in under an hour.
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