Yardstick Research tear-sheet / field service cohort
Rilla
Identity
- Legal entity: Rillavoice, Inc. (Delaware C-corp). [VENDOR-CLAIMED - https://www.rilla.com/terms-and-conditions]
- Founded: 2018 by Sebastian Jimenez (CEO); pivoted to in-person sales coaching ~2021. [THIRD-PARTY - https://entrepreneur.nyu.edu/blog/2025/07/07/listening-to-the-front-lines-how-sebastian-jimenez-cas-18-is-changing-the-future-of-sales-with-rilla/]
- HQ: 95 Wall Street, Suite 505, New York, NY. [VENDOR-CLAIMED - https://www.rilla.com/inter/privacy-policy]
- Employees: ~120-133 (March 2026). [THIRD-PARTY - https://www.linkedin.com/company/rilla-co]
- Funding: ~$75M total raised, Series B per public trackers; Bessemer Venture Partners lead. June 2025 secondary at ~$757.8M valuation. [THIRD-PARTY - https://www.startuphub.ai/startups/rilla, https://www.collectiveliquidity.com/companies/rilla]
- Revenue: $14M ARR end-2024; $40M ARR mid-2025 claimed by founder. [VENDOR-CLAIMED via interview - https://getlatka.com/companies/rilla.com]
- AI surface: Rick AI (conversation analytics), virtual-ridealong coaching, script-compliance scoring against vendor-defined rubrics. [VENDOR-CLAIMED - https://www.rilla.com/products/rilla-intelligence]
- Archetype: Speech-analytics coaching adjunct for in-home field sales reps. Not an FSM; sits alongside ServiceTitan / Housecall Pro / Jobber.
Total score: 14 / 100
(Weighted sum 24.4, minus integration penalty 2, scale penalty 3, cohort-fit penalty 5.)
- Stage fit:
- Foundation (<40 readiness): no - wrong layer of the stack for a buyer still fixing data hygiene or installing an FSM.
- Pilot (40-59): conditional - pilot for the in-home sales-rep slice only, after the FSM is live. Single-team trial, 90-day measurement window on close-rate lift.
- Scale (60-79): conditional - strong fit for residential trades-orgs with comfort-advisor / project-consultant headcount above ~10 reps doing in-home selling. Wrong fit for break-fix / dispatch-only ops.
- Optimization (80+): conditional - same caveat. Optimization buyers have the FSM and want coaching depth on top.
- One-line verdict: Best-in-class in-home-sales coaching adjunct for trades-orgs running comfort-advisor or kitchen-table sales - at the highest per-seat price in the cohort, against a feature set that addresses only 2 of 7 cohort dimensions natively.
Headline numbers
| Metric | Value | Evidence |
|---|---|---|
| Revenue ARR end-2024 | $14M | [VENDOR-CLAIMED via founder interview - https://getlatka.com/companies/rilla.com] |
| Revenue ARR mid-2025 | $40M, "growing 15% MoM" | [VENDOR-CLAIMED via founder interview - https://entrepreneur.nyu.edu/blog/2025/08/12/how-sebastian-jimenez-built-rilla-from-field-hustle-to-speech-ai-for-sales/] |
| Funding total | ~$75M (Series B) | [THIRD-PARTY - https://www.startuphub.ai/startups/rilla] |
| Last valuation | ~$757.8M (June 2025 secondary) | [THIRD-PARTY - https://www.collectiveliquidity.com/companies/rilla] |
| Employees | ~120-133 (March 2026) | [THIRD-PARTY - https://www.linkedin.com/company/rilla-co] |
| Free tier? | no | [VENDOR-CLAIMED structural - https://www.rilla.com] |
| Cheapest paid tier | $199-$349 per rep / month (triangulated) | [THIRD-PARTY ESTIMATED - https://www.salesask.com/alternatives/rilla/rilla-pricing-guide-2026] |
| 10-rep annual cost | ~$36K-$60K + implementation | [THIRD-PARTY ESTIMATED - https://www.salesask.com/blog-posts/rilla-pricing-alternatives-comparison-2026] |
| G2 / Capterra presence | yes, with mixed reviewer reports on transcription quality + processing latency | [THIRD-PARTY - https://www.g2.com/products/rilla/reviews, https://www.capterra.com/p/10016798/Rilla/reviews/] |
| Setup time claim | "1 hour and 45 mins" (scope unclear) | [VENDOR-CLAIMED - https://www.rilla.com] |
| Named customers | Turnpoint, Neighborly, Midas, Kohler, Groundworks, ARS, Royal Oaks, Nuvia, Red Door Homes, Cardinal HVAC, Pella Houston, Apollo Home, K&P Remodelling | [VENDOR-CLAIMED - https://www.rilla.com] |
| Vendor-claimed outcomes | "up to 45% sales increase, 40% avg close-rate lift, 50% training time reduction" | [VENDOR-CLAIMED - https://www.rilla.com] |
| Trades covered | HVAC, plumbing, electrical, roofing, solar, remodeling, home services | [VENDOR-CLAIMED - https://www.rilla.com/industry/home-services] |
Dimension scores
| Dimension | Score | Weight | Weighted | Evidence |
|---|---|---|---|---|
| 1. CSR + call-handling AI | 0 / 4 | 10 | 0 | [VENDOR-CLAIMED structural gap + THIRD-PARTY] Rilla does not record or analyze inbound CSR phone calls; the product is in-person rep conversations only. Reviewer cluster confirms "does not record phone calls." (rilla.md §"1. CSR"). https://www.capterra.com/p/10016798/Rilla/reviews/ |
| 2. Customer-communication AI | 1 / 4 | 10 | 2.5 | [VENDOR-CLAIMED] Post-conversation analysis (objections, competitor mentions, personality classification) but no outbound customer-facing comms - no SMS, no email automation, no missed-call recovery, no review solicitation. Insights surface to rep / manager, not back to customer. (rilla.md §"2. Customer-communication AI"). https://www.rilla.com/products/rilla-intelligence |
| 3. Ease of data integration + accuracy | 2.5 / 4 (sub-A 3 / sub-B 2) | 25 | 15.625 | Sub-A integration (3/4): Official ServiceTitan Marketplace partner [VENDOR-CLAIMED - https://www.rilla.com/press/service-titan-official-partnership]; CRM integrations via Merge.dev - Salesforce, HubSpot, Zoho, Pipedrive, Microsoft Dynamics; plus CompanyCam, Housecall Pro, Jobber. No public REST API. Sub-B accuracy (2/4): No named LLM disclosure for Rick AI. ASR engine undisclosed. AWS Comprehend named for PII redaction. No published WER, script-compliance agreement vs human reviewer, or objection-classification F1. Reviewer reports of background-audio + multi-voice transcription struggles. (rilla.md §"3. Integration + accuracy"). https://www.merge.dev/case-studies/rilla, https://www.rilla.com/inter/privacy-policy |
| 4. Dispatch + scheduling intelligence | 0 / 4 | 15 | 0 | [VENDOR-CLAIMED structural gap] Rilla is not a dispatch product. No job board, no route optimization, no skill-match scheduling, no capacity planning. Assumes the host FSM does all of it. (rilla.md §"4. Dispatch"). https://www.rilla.com |
| 5. Marketing + revenue intelligence | 1 / 4 | 10 | 2.5 | [VENDOR-CLAIMED] Surfaces close-rate / script-compliance correlations from conversation data, aggregates across teams. No channel-level attribution, no cost-per-booked-job, no Google LSA management, no review velocity, no profit-per-job by source. Rick AI is team-coaching insights, not marketing P&L. (rilla.md §"5. Marketing"). https://www.rilla.com/products/rilla-intelligence |
| 6. Pricing + economics + time-to-value | 1 / 4 | 15 | 3.75 | [VENDOR-CLAIMED structural gap + THIRD-PARTY ESTIMATED] No public pricing. $199-$349/rep/mo triangulated, the highest per-seat in cohort. 10-rep shop ~$36K-$60K/yr + implementation. Sales-led only. Annual commitment + minimum-seat structure excludes owner-operator. Setup-time "1h 45m" scope unclear. (rilla.md §"6. Pricing"). https://www.salesask.com/alternatives/rilla/rilla-pricing-guide-2026 |
| 7. Technician-in-the-truck AI | 0 / 4 | 15 | 0 | [VENDOR-CLAIMED structural gap] Wrong layer of the stack. Rilla coaches the sales rep / comfort advisor at the kitchen table, not the technician diagnosing equipment. No photo-diagnostic AI, no parts ID, no price-book item recommendation. (rilla.md §"7. Technician-in-truck"). https://www.rilla.com |
| Total weighted | 100 | 24.375 | ||
| Integration penalty | -2.0 | Soft. ServiceTitan Marketplace partner + Merge.dev abstraction earn integration depth, but no public REST API caps it short of platform-grade. | ||
| Scale penalty | -3.0 | Soft-to-moderate. $199-$349/rep/mo + annual-commit + min-seat economically excludes owner-operator / sub-5-rep end of the cohort. | ||
| Cohort fit penalty | -5.0 | Moderate. Three of seven dimensions score zero. Rilla is a coaching adjunct, not a field-service operating system. In cohort only for the in-home-sales-rep trades-org sub-segment. | ||
| Adjusted total | 14.4 |
Pricing detail
Rilla does not publish public pricing. All numbers below are [THIRD-PARTY ESTIMATED] from third-party pricing guides; cross-check at scoring time.
- Per-rep subscription: $199-$349 / rep / month most-cited band across 2026 sources; some sources cite $300-$500. [https://www.salesask.com/alternatives/rilla/rilla-pricing-guide-2026, https://www.craftflow.com/transparency/pricing/rilla]
- Annual commitment: Yearly commitments with minimum-user thresholds standard.
- Implementation fee: Referenced in third-party guides; amount not published.
- Modeled 10-rep shop: ~$36K-$60K/yr all-in.
- Modeled 25-rep shop: ~$90K-$150K/yr all-in at the band.
- Modeled 50-rep shop: ~$180K-$300K/yr - Rilla's strongest economic fit is at this scale where a 10% close-rate lift dwarfs the seat cost.
- No self-serve trial. Sales-led only. /demo CTA throughout the site.
- Time-to-value: Vendor cites "1 hour and 45 mins" setup; scope (single rep vs org rollout) unclear.
Integrations
Source: https://www.rilla.com/industry/home-services, https://www.merge.dev/case-studies/rilla, https://marketplace.servicetitan.com/partner/rillavoice
- FSM: ServiceTitan (Marketplace partner, certified), Housecall Pro, Jobber.
- CRM (via Merge.dev unified API): Salesforce, HubSpot, Zoho CRM, Pipedrive, Microsoft Dynamics 365.
- Field-photo: CompanyCam.
- Door-to-door sales: SPOTIO (per spotio.com integration page).
- PII redaction: AWS Comprehend (named subprocessor in privacy policy).
- Public REST API: none. Third-party (Merge.dev case study) flagged absence of public API as the constraint they routed around.
- Mobile apps: iOS, Android, Apple Watch (per vendor description of field-rep workflow).
Top strength
[VENDOR-CLAIMED + THIRD-PARTY] Rilla is the best-in-class purpose-built speech-analytics coaching tool for in-home sales reps in residential trades. The named-customer roster (Turnpoint, Neighborly, ARS, Apollo Home, Cardinal HVAC, Pella Houston, Groundworks) is concrete and the customer-outcome claims (close-rate lift, training-time compression) are repeated across founder interviews and Capterra reviews. The ServiceTitan Marketplace partnership is the single strongest cohort-integration signal - Rilla plugs into the FSM most trades-orgs already run, and the Merge.dev unified CRM layer means it ingests Salesforce / HubSpot context cleanly. [VENDOR-CLAIMED - https://www.rilla.com, https://www.rilla.com/press/service-titan-official-partnership]. [THIRD-PARTY - https://www.merge.dev/case-studies/rilla]
Top gap
[VENDOR-CLAIMED structural + THIRD-PARTY] Three of seven cohort dimensions score zero because Rilla structurally doesn't address them - CSR + call-handling (no inbound phone-call recording), dispatch + scheduling, and technician-in-the-truck AI. It is a coaching adjunct, not a field-service operating system. Per-seat pricing at $199-$349/rep/mo is the highest in the cohort against the narrowest feature set, which means the buyer must justify it as a close-rate ROI multiplier on each rep, not a baseline tool. AI provenance is opaque - no named LLM, no ASR engine disclosed, no published accuracy benchmarks for Rick AI, and the /security page is currently Lorem ipsum placeholder so SOC 2 / ISO posture is unverifiable from the public surface. Reviewer reports of 10-15 minute processing latency and background-noise transcription struggles are consistent across G2 / Capterra. [VENDOR-CLAIMED gap - https://www.rilla.com, https://www.rilla.com/security]. [THIRD-PARTY - https://www.capterra.com/p/10016798/Rilla/reviews/, https://www.salesask.com/alternatives/rilla/rilla-pricing-guide-2026]
Best for
- Stage: Conditional fit for Pilot, Scale, Optimization. Not for Foundation.
- Company profile: Residential trades-orgs running in-home sales reps / comfort advisors / project consultants. 10-100 sales reps. $5M-$200M revenue. HVAC, plumbing, roofing, solar, remodeling, water treatment.
- Trade fit: Strong for any trade that does in-home options-sheet presentations. Weak-to-zero for break-fix / dispatch-only / route-based ops where no protracted customer conversation happens.
- Geographic fit: US-primary. Multi-language support not publicly benchmarked.
- Annual tooling budget: $36K-$300K depending on rep count.
- Skip if: You're a dispatch-only break-fix shop (no in-home sales conversation), you have fewer than 5 sales reps (economics), you need SOC 2 attestation today for procurement (vendor surface is Lorem ipsum), or you need real-time (<1 min) coaching feedback (10-15 min latency reported).
Acquisition note
Independent. Series B per public trackers. June 2025 secondary at ~$757.8M valuation. Bessemer Venture Partners is the named lead. Not acquired, not renamed, not sunset. [THIRD-PARTY - https://www.startuphub.ai/startups/rilla, https://www.collectiveliquidity.com/companies/rilla, https://www.crunchbase.com/organization/rillavoice]
Right-of-reply gaps
- Which LLM(s) power Rick AI today (OpenAI GPT-4o / GPT-5, Anthropic Claude, fine-tuned in-house)? Version + change-control policy?
- Which ASR engine drives transcription (Whisper, Deepgram, AssemblyAI, AWS Transcribe, in-house)?
- Word-error-rate (WER) on residential-trades in-home audio benchmark (background noise, multiple voices, accents)?
- Spanish + Spanglish accuracy on a fixed sample set - relevant for many trades markets?
- Rick AI script-compliance agreement with human reviewer on a calibration set?
- SOC 2 Type II status - the public /security page is Lorem ipsum?
- HIPAA / BAA posture if dental + senior-living verticals stay in ICP?
- Public REST API roadmap, or is Merge.dev wrapper the long-term integration story?
- Recording-stop to insight-available latency target - is the 10-15min reviewer-cited delay current?
- Per-rep / month list pricing band with annual-commitment + minimum-seat structure disclosed?
- Recording-consent UX in two-party-consent states (CA, FL, MA, IL, MD, MT, NH, PA, WA)?
- ISO 42001 or equivalent AI-management certification status?
- Average close-rate lift across the full customer base (not just top-quartile case studies), with sample size?
Sources
Rilla first-party: - https://www.rilla.com/ - https://www.rilla.com/industry/home-services - https://www.rilla.com/products/rilla-intelligence - https://www.rilla.com/inter/privacy-policy - https://www.rilla.com/terms-and-conditions - https://www.rilla.com/security - https://www.rilla.com/demo - https://www.rilla.com/press/service-titan-official-partnership - https://app.rillavoice.com/
Funding / valuation / company data: - https://www.crunchbase.com/organization/rillavoice - https://www.startuphub.ai/startups/rilla - https://pitchbook.com/profiles/company/399529-99 - https://getlatka.com/companies/rilla.com - https://www.collectiveliquidity.com/companies/rilla - https://www.linkedin.com/company/rilla-co
Founder + leadership interviews: - https://entrepreneur.nyu.edu/blog/2025/07/07/listening-to-the-front-lines-how-sebastian-jimenez-cas-18-is-changing-the-future-of-sales-with-rilla/ - https://entrepreneur.nyu.edu/blog/2025/08/12/how-sebastian-jimenez-built-rilla-from-field-hustle-to-speech-ai-for-sales/ - https://www.servicetitan.com/podcasts/sebastian-jimenez-interview - https://siliconangle.com/2025/10/21/rillavoice-ai-coaching-dreamforce/
Third-party reviews + pricing: - https://www.g2.com/products/rilla/reviews - https://www.capterra.com/p/10016798/Rilla/reviews/ - https://www.salesask.com/alternatives/rilla/rilla-pricing-guide-2026 - https://www.salesask.com/blog-posts/rilla-pricing-alternatives-comparison-2026 - https://www.craftflow.com/transparency/pricing/rilla - https://www.getapp.com/emerging-technology-software/a/rillavoice/
Integration partners: - https://marketplace.servicetitan.com/partner/rillavoice - https://www.merge.dev/case-studies/rilla - https://spotio.com/integrations/rillavoice/