Yardstick Research tear-sheet / AI sales cohort
Common-Room
Identity
- Founded: 2020 [ESTIMATED - product launch signals and Series B timing]
- HQ: San Francisco, CA [ESTIMATED - consistent with Series B investor base and job postings]
- Legal entity: Common Room, Inc. [ESTIMATED]
- Funding: $50M+ total raised; Series B closed 2022 (investors include Greylock, Index Ventures, Tiger Global, and Unusual Ventures) [THIRD-PARTY - multiple press sources]
- Headcount: ~100-200 employees [ESTIMATED]
- Recent news (last 12 months): DataAgent launched January 2026 enabling operational data queries; RoomieAI agent capabilities expanded to include autonomous multi-step outreach workflows; 70+ enterprise customer logos including Squarespace, Zendesk, Anthropic, Notion, MongoDB, and Figma. Semgrep reported 74% more pipeline in one quarter; Superhuman reported 2.5x more meetings booked. [VENDOR-CLAIMED - https://www.commonroom.io/]
- Archetype: AI GTM signal platform - aggregates dark funnel signals (job changes, product-led usage, community activity, intent data) into a unified account view, then triggers RoomieAI agents to draft and send outreach grounded in real account activity.
Total score: 49.2 / 100
Scoring: equal-weight mean of 6 dimensions × 100, less pricing-transparency penalty (soft = 5 pts).
- Stage fit:
- Foundation (<$5M ARR): no - Essential plan starts at $2,100/month ($25,200/year); no self-serve trial published; sales-motion entry. Minimum viable value requires sufficient product-led or community signal volume to justify the signal-aggregation cost.
- Pilot ($5-$50M): conditional - viable for PLG-model companies where dark-funnel and product-usage signals are the primary demand signal. Traditional outbound-first orgs at this stage will find signal density insufficient to justify the price.
- Scale ($50-$500M): yes - common-room's sweet spot is PLG or developer-led GTM at this stage: sufficient signal volume to make RoomieAI meaningful, enough reps to benefit from the unified account view, large enough deal sizes to justify $25K+ annual outlay.
- Optimization ($500M+): yes - Enterprise tier (custom pricing, 30 seats, 750K contacts) built for this profile. Anthropic and MongoDB logos are public proof points.
- One-line verdict: GTM signal aggregation for PLG and developer-led companies - fits if dark funnel, product usage, and community signals are your demand engine; over-engineered and over-priced if you run a traditional outbound-first motion.
Headline numbers
| Metric | Value | Evidence |
|---|---|---|
| Free tier? | No | [VENDOR-CLAIMED - https://www.commonroom.io/pricing/] |
| Cheapest paid tier | $2,100/month (Essential, billed annually; 5 seats, 100K contacts) | [VENDOR-CLAIMED - https://www.commonroom.io/pricing/] |
| Mid tier | Custom (Advanced, 15 seats, 250K contacts) | [VENDOR-CLAIMED - https://www.commonroom.io/pricing/] |
| Top-tier price | Custom (Enterprise, 30 seats, 750K contacts) | [VENDOR-CLAIMED - https://www.commonroom.io/pricing/] |
| G2 score | UNKNOWN | [UNKNOWN] |
| Customer count | 70+ enterprise customers named on homepage | [VENDOR-CLAIMED - https://www.commonroom.io/] |
Dimension scores
Equal-weight scoring - 6 dimensions, each 16.7% of the base score.
| Dimension | Score | Weighted | Evidence |
|---|---|---|---|
| Personalization quality | 3/4 | 12.5 | RoomieAI agents draft outreach grounded in real account activity signals (job changes, product usage, community behavior). Signal-anchored personalization is a genuine differentiator over CRM-data-only tools; limited by the fact that signal density varies widely by account. [MEASURED - D1, yardstick-data] |
| Deliverability infrastructure | 1/4 | 4.2 | Common Room routes outreach through connected sending platforms (Outreach, Salesloft, HubSpot) rather than maintaining its own sending infrastructure. Quality of deliverability is delegated to the downstream tool; no native sending stack. [MEASURED - D1, yardstick-data] |
| Ease of data integration & accuracy | 3/4 | 12.5 | Native Salesforce, HubSpot, Outreach, Slack integrations. Signal ingestion covers GitHub, Slack, Discord, LinkedIn, G2, product analytics, and job-change feeds. Integration breadth is a category strength; accuracy of identity resolution across disparate signal sources is the primary risk surface. [MEASURED - D1, yardstick-data] |
| Cost-per-seat efficiency | 1/4 | 4.2 | $2,100/month ($25,200/year) for 5 seats is $420/seat/month - among the highest in the cohort. Value is signal-volume dependent; low-signal organizations do not get $25K/year of value regardless of the feature set. [MEASURED - D1, yardstick-data] |
| UI heuristics | 3/4 | 12.5 | Unified account intelligence view and RoomieAI workflow builder are consistently praised in customer case studies. DataAgent (January 2026) enables natural-language queries across operational data, which reduces dashboard dependency for RevOps teams. [MEASURED - D1, yardstick-data] |
| Setup time | 2/4 | 8.3 | Signal source connections (GitHub, Slack, product analytics) require configuration and often RevOps bandwidth. Estimated 2-4 weeks for basic connectivity; full signal-quality tuning typically 4-8 weeks. Faster than Gong/Backstory but heavier than point-solution tools like Lavender or Crystal. [MEASURED - D1, yardstick-data] |
| Base total | 54.2 | ||
| Pricing-transparency penalty | - | −5 | Soft - Essential plan published at $2,100/month; Advanced and Enterprise are custom |
| Headline score | 49.2 |
Pricing detail
[VENDOR-CLAIMED - https://www.commonroom.io/pricing/]
- Essential: $2,100/month (billed annually) - 5 seats, up to 100,000 contacts
- Advanced: Custom pricing - 15 seats, up to 250,000 contacts
- Enterprise: Custom pricing - 30 seats, up to 750,000 contacts
- No free tier; no published trial period
Soft penalty applied: Essential plan is published; Advanced and Enterprise pricing is hidden behind sales contact.
Integrations
[VENDOR-CLAIMED - https://www.commonroom.io/]: - CRM (bidirectional): Salesforce Sales Cloud, HubSpot CRM - Sales engagement: Outreach, Salesloft - Communication / community: Slack, Discord, GitHub, Reddit - Intent / enrichment: G2, Bombora, Clearbit, LinkedIn - Product analytics: Segment, Mixpanel, Amplitude, Heap - Cohort integrations: salesforce-sales-cloud-einstein, salesforce-einstein-copilot, hubspot-breeze-copilot, outreach
Editorial assessment
Common Room is built signal-aggregation-first. Every workflow assumes a multi-source signal feed, and RoomieAI agents are the primary delivery surface rather than a bolted-on feature. The differentiation is the dark funnel - job changes, product-led usage spikes, community contributions, intent signals - aggregated into account-level intelligence that CRM-native tools cannot see. For a developer-tools company or PLG-motion SaaS with meaningful GitHub, Slack, or Discord signal density, this is the kind of layer no CRM-anchored vendor in the cohort produces.
The score penalty comes from two structural constraints. First, cost-per-seat efficiency: $420/seat/month at the Essential plan floor is only defensible if signal density generates qualified pipeline at a rate that justifies the annual spend. Organizations running outbound-first motions without a meaningful inbound or product-led signal corpus will not see that ROI. Second, deliverability is delegated to downstream tools. Common Room does not own the sending stack, so outreach quality depends on whatever Outreach or Salesloft instance it connects to. This is an architectural choice - intelligence layer, not execution layer - but it means Common Room cannot be the sole sales tool in a stack. It requires a working sending infrastructure to route through.
The DataAgent launch in January 2026 is a meaningful product update: natural-language queries across operational data reduce RevOps dependency on dashboard configuration and make Common Room more self-serviceable for non-technical users. Whether this accelerates adoption at the Pilot stage remains to be seen - the $25,200/year Essential entry point is still a procurement-cycle commitment for most Pilot-stage orgs.
Best for
- Stage: Scale ($50-$500M) and Optimization ($500M+). Conditional for Pilot if PLG or developer-led GTM with sufficient signal volume.
- Company profile: Developer-tools, infrastructure SaaS, or any PLG-model company where product usage, community activity, and job-change signals are primary demand signals. B2B companies with meaningful GitHub, Slack, or Discord communities.
- Skip if: You are (a) running a traditional outbound-first motion with no PLG or community signal, (b) under $10M ARR where signal density is too low to justify $25K/year, (c) primarily an SDR-led team expecting Common Room to replace a sales engagement platform, or (d) requiring a native sending stack.
Right-of-reply
Common Room received this tear-sheet seven calendar days before publication of the Yardstick Research 2026 Yardstick Report, including all measured numbers, sample outputs, and editorial assessment. Common Room was given the opportunity to flag factual errors - incorrect pricing, misquoted feature availability, outdated screenshots, factual misstatement in the editorial assessment. Common Room was not given the opportunity to request a score revision, dispute the rubric or its weights, withdraw from inclusion, negotiate ranking placement, or suggest changes to the editorial assessment beyond factual correction. Where a vendor flagged a factual correction, the correction was applied if verified and noted here; where a vendor disputed scoring, the dispute is recorded in the appendix but the score stands. Silence from the vendor during the right-of-reply window was treated as no objection.
Sources
- https://www.commonroom.io/
- https://www.commonroom.io/pricing/
- https://www.commonroom.io/about/