Airship
How does a specialized trade-sales/proposal layer create value on top of an existing FSM?
- –What must Airship know about the contractor before it can create accurate proposals?
- –How does it begin work without duplicating the FSM?
- –How much intelligence does it provide versus merely presenting a catalog?
- –How does technical scope become sellable economics?
- –How does the product make a large purchase feel understandable and trustworthy to a homeowner?
- –Where does Airship deliberately stop, and what gets written back to the FSM?
Establish what a trade-specific proposal experience provides that a generic FSM proposal does not — and whether Treehouse's current approach is actually better or merely different.
Treehouse's PandaDoc-based proposal generation, fed by Edison pricing, margins and discounts
Airship is the external analogue for turning a technical scope into a sellable offer. Treehouse's current approach is a reference point in the same comparison, not the benchmark Airship is measured against.Treehouse internal
Whether a trade-specific proposal layer is a universal need or a need specific to high-ticket, technically-complex jobs is exactly what the Airship/EDEN/HCP comparison should establish. Do not assume universal because Treehouse built one.Hypothesis
ACompany thesis
- Product
Tablet-based proposal and sales enablement platform for in-home sales. Core workflow: salesperson arrives at home, creates a proposal with good-better-best options, applies rebates automatically, shows monthly payment alongside upfront cost, homeowner selects and accepts on the spot, proposal writes back to ServiceTitan. HVAC has native Manual J load calc and AHRI matching. Electrical has proposal templates and financing but no trade-specific scoping intelligence.Company claimSource
- Category
In-home sales tool / proposal layer for residential home services. Explicitly positioned against scheduling, dispatch, and billing software: 'Most HVAC, plumbing, and electrical software focuses on scheduling, dispatch, and billing. Airship is built for sales.'Company claimSource
- Primary customer
Residential HVAC, plumbing, electrical, and generator contractors. Two named segments: (1) PE-backed operators and multi-brand platforms seeking to standardize sales across locations; (2) independents who want to look bigger and more professional. The company page leads with roll-up platforms as the proof anchor ('increases big ticket job revenue by 30-50% for leading roll-up platforms'). HVAC is the founding trade; electrical, plumbing, and generators are expansions.Company claimSource
- Primary user
Two distinct users: (1) Business owners and sales managers — configure the product, set price books, define sales playbooks, monitor performance; (2) Field technicians and comfort advisors — use the tablet during in-home visits to build and present proposals. The app login page calls this out explicitly.Company claimSource
- Core JTBD
Turn every in-home service call into a consistently-executed, high-ticket sales opportunity — using financing and rebates to overcome the price objections that kill large residential jobs.Company claimSource
- Initial wedge
HVAC system replacement proposals: the highest-ticket residential service category ($10,000–$20,000+), where Manual J load calc, AHRI matching, and rebate complexity most justify a dedicated tool. Electrical panel upgrades and rewires are the secondary wedge using the same proposal-and-financing model.Company claimSource
- System relationship
Explicit layer on ServiceTitan. 'Plays Well in the Sandbox' is a named feature. No rip-and-replace. Reads price book; writes proposals back. Does not handle scheduling, dispatch, billing, or field operations.Company claimSource
- Value proposition
Close more high-ticket jobs in the home by giving every tech or salesperson a consistent, professional proposal with financing and rebates built in — turning 'let me think about it' into 'yes, at these monthly payments.'Company claimSource
- How they make money
No public pricing. Demo-gated on the marketing site; self-serve signup exists at app.airship.us/signup (no payment at signup). One third-party source estimated $50–$150/month for a small team. Business model likely per-user or per-location subscription.Company claimSource
- Why Treehouse cares
Airship is the closest external analogue to what Treehouse's proposal generation layer does. The key comparison: Airship starts at in-home assessment (tech standing in the house) and builds the proposal from there. Treehouse's stated direction is to collapse the assessment into a remote photo-and-measurement step before the tech arrives — or eliminate the physical assessment entirely for qualifying jobs. That is a different starting point with a potentially larger value claim.Treehouse internal
This company wins if Contractors see measurably higher ticket sizes and close rates that they can directly attribute to the proposal format — specifically the monthly-payment framing reducing price objections on large jobs. The rebate automation is likely the secondary proof point.
BEnd-to-end product journey
GTM / positioning
6/6 collectedLens: Who is being sold to, on what promise, and what does the contractor believe they are buying?
Signup / onboarding entry
7/7 collectedLens: Can a contractor reach the product without going through a sales conversation?
Account / business setup
0/9 collectedLens: What must Airship know about the contractor before it can create accurate proposals?
Job/customer import
0/4 collectedLens: How does Airship begin work without duplicating the FSM?
Assessment / site inputs
4/7 collectedLens: How does the salesperson turn field observations into product recommendations?
Recommendation / equipment selection
0/5 collectedLens: How much intelligence does the system provide versus merely presenting a catalog?
Pricing
0/6 collectedLens: How does technical scope become sellable economics?
Proposal creation
11/21 collectedLens: This is one of the most important Treehouse comparisons.
Homeowner presentation
9/13 collectedLens: How does the product make a large purchase feel understandable and trustworthy?
Acceptance / close
2/5 collectedLens: Where does the sale actually happen?
FSM writeback
3/4 collectedLens: Where does Airship deliberately stop?
CActivation
Signup → company setup → integrations → configuration → first meaningful value
- Narrative
Mixed model: the marketing site is demo-only, but a self-serve signup exists at app.airship.us/signup requiring Company Name, First/Last Name, Email, Phone, Password, and Terms of Service — no payment. Whether self-serve signup leads to a usable product or into a sales funnel is not established from public evidence. The product is positioned as requiring setup (price book, equipment catalog, financing partners) that likely needs onboarding assistance.Company claimSource
- Must be entered manually
Not yet researched.Unresearched
- What can be inferred
Not yet researched.Unresearched
- What gets imported
Not yet researched.Unresearched
- Domain knowledge assumed
Not yet researched.Unresearched
- Self-service or assisted
Not yet researched.Unresearched
- Time to magic
Not yet researched.Unresearched
Go-to-market & adoption
How does this company actually get adopted? Compares against a hypothetical upload a panel photo → receive a useful result immediately wedge.
- Likely purchasing decision-maker
Business owner or VP of Sales for independent contractors. For PE platforms: operations lead or technology/sales director. The product page names 'Leadership-Level Control' as a feature — the buyer is management, not the tech.Company claimSource
- Time to activation
Not publicly stated. 'Setup is fast, simple, and fully supported by our team' on the trade pages.Company claimSource
- Primary adoption wedge
HVAC system replacement proposals with inline financing and rebates — the highest-ticket residential category where the tool's value is most visible and attributable.Company claimSource
- Initial commitment required
Email + phone for a demo booking. Self-serve signup requires no payment. Marketing site positions demo as a 30-minute walkthrough.Company claimSource
- How they get in the door
Demo booking from airship.us. Self-serve signup at app.airship.us. Founded 2023; $4M pre-seed (QED, Silence, Lorimer, Four Acres, Twine). ServiceTitan partnership — though not listed in the ServiceTitan App Marketplace as of the public sweep.Company claimSource
Low-software-maturity fit
Poor fitCompany claimCould a contractor who works locally, runs the business from a phone, may have no website, barely uses email, and may have no FSM at all realistically adopt this?
Airship targets mid-to-large businesses: PE-backed operators and multi-brand platforms are the primary named buyers alongside independents. The product assumes an existing FSM (ServiceTitan emphasized), an established price book, and a sales team or tech force. A 6-10 person electrical contractor without ServiceTitan is at or below the minimum viable customer profile.Company claimSource
DMoney flow
Lead → estimate → proposal → accepted → financed → paid
- Narrative / stages owned
The value event is an accepted proposal — a homeowner selecting an option and agreeing to terms at the kitchen table. Airship earns subscription revenue from the contractor regardless of close rate, but the contractor's ROI justification is entirely proposal-close-rate-dependent. The 22%/16% impact stats displayed on the home dashboard suggest Airship tracks this metric internally. Whether Airship earns revenue from the financing referral channel is unresearched.Company claimSource
- Value event
Homeowner accepts a proposal option. This is the moment that justifies the product's existence: the 'yes at the kitchen table' that was previously lost to sticker shock, indecision, or a competitor proposal the following week.Company claimSource
- Revenue event
Contractor pays monthly subscription regardless of job outcomes. Airship's revenue does not directly depend on proposal acceptance rates. Long-term, churn would increase if contractors don't see measurable close-rate or ticket-size improvement — the home dashboard's 22%/16% stats suggest Airship monitors this.Hypothesis
- Aligned?
Partially aligned: the subscription is collected whether or not jobs close, but the product's value claim is exclusively about closing jobs. A contractor who does not see improved close rates has no incentive to keep paying. The alignment is indirect — the subscription stays in place because the outcome justifies it, not because the platform captures the outcome itself.Hypothesis
- Money through platform?
The digital signature screen makes the payment sequence explicit: (1) Sign, (2) Review financing options, (3) Complete payment, (4) Schedule installation. Payment is NOT collected at the signature screen — it happens in a subsequent step. Whether that payment step is inside Airship, inside ServiceTitan, or routed through a financing partner is not visible from the signature screen. After all options are accepted (or not), ServiceTitan receives the full proposal as Opportunity Follow-Up records with Sold/Convert buttons — the office can convert any option and invoice from ServiceTitan. The financing referral revenue question remains open.Observed
- Who pays whom
Contractor pays Airship (subscription). Homeowner pays contractor (after acceptance). Financing partner pays contractor directly (if financing selected). Airship is not in the payment chain — it is a pre-payment tool.Company claimSource
EAutomation & AI
Input
Equipment selected for a proposal option (make, model, category)
Decision / action
Identifies applicable government, utility, retailer, and manufacturer rebates; prefills rebate forms; surfaces total rebate value in the proposal before the tech presents to the homeowner
Human relationship
System surfaces rebates automatically; tech reviews and includes them in the proposal; homeowner sees the net cost
Human task replaced or reduced: Manually cross-referencing rebate databases (utility program portals, state energy office pages, manufacturer rebate forms, retailer promotions) per job — historically a 20–30 minute task per project
Input
ServiceTitan customer record: service history, equipment age, past calls, account tags
Decision / action
Generates a homeowner 'story' — motivations (e.g., repeated high utility bills, failed inspection), concerns, and sales talking points — for the tech to read before entering the home
Human relationship
Human reads and applies the briefing; system provides structured context from FSM data the tech would otherwise have to manually dig for
Human task replaced or reduced: Tech reviewing past service notes in ServiceTitan and mentally constructing a homeowner context before the call — unpredictable quality, often skipped
Input
Property attributes: square footage, bedroom/bathroom count (from ServiceTitan or property database)
Decision / action
Calculates a load estimate in BTU and ton equivalent (e.g., 60,000 BTU / 5 Ton for a 6,250 sqft home) that appears in the job briefing before the tech arrives
Human relationship
Tech sees the estimate in the job context panel; can use it to guide equipment selection in the proposal builder
Human task replaced or reduced: Rough BTU/tonnage estimation from memory or rule-of-thumb (400 sqft/ton) — inconsistent and not trade-code-cited
Input
Equipment selected for a proposal option — make, model, SEER rating, system type, features
Decision / action
Generates per-option text for four fields: Key benefits, Ideal for, Notable features, Manufacturer Warranty. The content is specific to the selected equipment, not templated boilerplate. Controlled by the 'Show AI Options Summary' toggle in the Theme editor.
Human relationship
Tech reviews the generated summary before presenting; can disable the feature entirely if preferred. The disclaimer 'AI can make mistakes, so double-check results' appears in the homeowner-facing view — transparency is the default, not an opt-in.
Human task replaced or reduced: Writing individual option descriptions for every proposal — typically done once at template creation and then left static, resulting in generic copy that does not adapt to the specific equipment selected for a job
Input
Customer name, proposal context, homeowner-needs tags selected during the assessment
Decision / action
Drafts a personalized share message referencing 'our conversation' and 'your home.' Five tone controls let the tech adjust without rewriting: Improve Writing, Make Longer, Make Shorter, More Friendly, More Professional.
Human relationship
Tech reviews the drafted message and can edit directly or apply tone controls before sending. The tech controls whether to send it at all.
Human task replaced or reduced: Writing a follow-up message after the in-home visit — a step that is often skipped entirely when the tech is moving on to the next job. The AI draft removes the blank-field friction that causes techs to send nothing.
FTrust & control
- Previews
A proposal preview step is planned in slot 9 of PROPOSAL_CREATION. Whether a preview is available to the tech before presenting to the homeowner is not confirmed from the trial — the proposal builder is gated by ServiceTitan connection.Hypothesis
- Approvals
No approval workflow described in public evidence. The product targets shops where the tech or salesperson has authority to present any option — no manager approval step is implied. 'Leadership-Level Control' on the product page refers to manager visibility into performance, not approval of individual proposals.Hypothesis
- Human takeover
The tech is the operator throughout. Airship automates rebate matching and surfaces load estimates, but the tech decides which options to build, which equipment to include, and when to present. The homeowner makes the final selection. No proposal is generated without a human building it.Company claimSource
- Explanations
'Clear and auditable logic' is claimed on the product page as the basis for equipment recommendations. What is actually shown to the tech — why a specific unit was recommended, what load rationale was used — is not established from the trial (product interior gated by ServiceTitan).Company claimSource
- Confidence
The AI Options Summary section in the homeowner proposal carries an explicit disclaimer: '✦ AI generated summary / AI can make mistakes, so double-check results.' This disclaimer is shown to the homeowner, not just the tech — Airship is transparent about AI involvement at the point of sale. No confidence scores on rebate matching or load estimates; these appear as definitive values, not ranges.Observed
- Error handling
ServiceTitan sync errors are common enough to be the #1 help article surfaced in the post-login help widget. Error handling for sync failures is documented but not observed in the trial. How the product handles a sync failure mid-proposal-presentation is unresearched.Observed
- Overrides
Tech can fully modify options: add/remove equipment, change option names, adjust pricing. The template editor confirms all option content is editable. The product is a tool, not an autopilot — override is the default operating mode.Company claimSource
- Editable recommendations
Yes, confirmed in the trial template editor: options are fully editable with drag-to-reorder, name change, equipment add/remove. The tech builds the proposal; the system supplies scaffolding (rebates, load estimate, equipment catalog), not finished recommendations.Observed
- Audit / history
Not described in public evidence. Whether accepted proposals are stored with a full change history in Airship or whether the ServiceTitan writeback is the only record is not established. The FSM likely holds the accepted scope post-writeback as the authoritative record.Hypothesis
- Exception handling
The primary known exception is ServiceTitan sync failure — the most common error surfaced in the help widget. No other exception handling patterns (proposal revision after acceptance, mid-presentation product substitution) are described or observed.Observed
GEcosystem & handoff
- FSM / CRM integrations
ServiceTitan: named as primary and only confirmed integration. 'Best-in-class,' reads price book, writes accepted proposals back. The help widget's top support article is ServiceTitan sync troubleshooting — confirming the integration is central and its failure is a common operational issue. Other FSMs not named in public evidence.Company claimSource
- Payment providers
Not yet researched.Unresearched
- Financing
Multiple financing partners surfaced inline in the proposal — specific partners not named in public evidence. No external application required; homeowner selects financing from within the Airship proposal flow. Whether Airship earns a referral fee is unresearched.Company claimSource
- Marketing / lead sources
Not yet researched.Unresearched
- APIs
Not yet researched.Unresearched
- Accounting
Not yet researched.Unresearched
- OEM / product data
Not yet researched.Unresearched
- Suppliers
Not yet researched.Unresearched
Integrations
| System | Category | Depth | Reads | Writes | Triggers |
|---|---|---|---|---|---|
| ServiceTitan | FSM | Workflow-native integration | Yes | Yes | Unknown |
PRODUCT STOPS HERE →
Airship handles the in-home sales moment: from job briefing through accepted proposal. Everything before (scheduling, dispatch) and after (installation, invoicing, payment) stays in ServiceTitan.Company claimSource
Treehouse system boundary
Company claimAirship's stated boundary is clear: it handles the sales moment — from site assessment to accepted proposal — and writes the result back. Everything before (scheduling, dispatch) and after (installation, billing) stays in the FSM. 'Contractors keep one system of record while unlocking new sales power.'Company claimSource
- –ServiceTitan price book
- –Customer records and service history (for pre-visit briefing — HVAC, unconfirmed for electrical)
- –Job details inherited at proposal start
- –Completed proposals back to ServiceTitan
- –Accepted option details (equipment selection, financing choice)
- –Scheduling and dispatch
- –Billing and invoicing
- –Payments and job completion
- –Field operations
- –Customer communication outside the proposal flow
HBusiness model
- Who pays?
The contractor business (owner or operator). Not the homeowner, not the FSM vendor.Company claimSource
- Pricing model
Not publicly disclosed. Demo-gated pricing. One third-party source (hvacproposalkit.com, 2026) estimated $50–$150/month for a small team — unverified.Company claimSource
- Entry price
Not publicly disclosed. Self-serve signup requires no payment.Company claimSource
- Free tier / trial
No explicit free tier stated. Self-serve signup with no credit card may constitute a trial, but without ServiceTitan the product is largely non-functional. Marketing site does not describe a free tier.Company claimSource
- Pricing unit
Likely per-user or per-location subscription, consistent with field-sales-tool category norms. Third-party estimate of $50–$150/user/month. Not confirmed.Hypothesis
- Subscription economics
Not yet researched.Unresearched
- Usage revenue
Not yet researched.Unresearched
- Payments revenue
Not yet researched.Unresearched
- Financing revenue
Whether Airship earns referral revenue from financing partners embedded in proposals is not established. Financing is displayed inline with no visible referral fee mechanism in the trial. This is the primary open question in the revenue model.Hypothesis
- Commerce revenue
Not yet researched.Unresearched
- Outcome-based economics
Not yet researched.Unresearched
- Partner / subsidy economics
Not yet researched.Unresearched
- Expansion strategy
Additional trade verticals (plumbing, generators, electrical expanding under HVAC) using the same proposal-and-financing model. Additional locations and PE-rollup platforms: standardizing sales practices across a distributed service network.Company claimSource
- Likely moat
Rebate database (government, utility, retailer, manufacturer) — a maintained data asset that would need to be rebuilt from scratch. ServiceTitan integration depth and PE-rollup relationships. Proposal acceptance patterns compounding into sales playbook recommendations.Hypothesis
Business-model takeaway for Treehouse: Borrow
Three structural elements are directly borrowable: (1) inline financing embedded in the proposal — showing monthly payment alongside upfront cost without an external application. (2) Role-split value props at signup (owner vs. technician) for any product with two distinct adoption stakeholders. (3) Job-type filtering in template selection — the right template surfaces automatically based on what kind of job the tech is on. The subscription model itself is unremarkable; the financing-in-proposal pattern is the rare structural insight.Company claimSource
ITreehouse synthesis
Borrow
Six borrowable ideas from the connected-account walkthrough: (1) 'Plays Well in the Sandbox' naming — positions a layer product against contractor anxiety without attacking the existing system. (2) Monthly payment as the primary price display (Financing price toggle), with full price behind 'See price breakdown' — the single highest-leverage close-rate intervention in the product. (3) Pre-visit AI briefing surfacing homeowner motivation from FSM history before the tech walks in. (4) 'What we discussed' assessment tags appearing in the homeowner proposal — connecting the in-home conversation to the recommendation in a way the homeowner can see. (5) Price forecast urgency mechanism — showing the homeowner a specific projected price increase with attribution (tariffs, labor), not a generic 'prices are going up' statement. For electrical, the IRA incentive phase-down is a more accurate and accurate equivalent. (6) AI-drafted share message with tone controls — removes the blank-field friction that causes techs to skip the follow-up message after a visit.Company claimSource
Avoid
HVAC-first framing applied to electrical. Airship's 'AI intelligence' story (Manual J, AHRI, propensity scoring) is genuinely HVAC-specific — the electrical offering is proposal templates and financing without the scoping intelligence layer. If Treehouse positions Edison as analogous to Airship's system recommendations for electrical, that is a stronger claim than Airship can make. Don't undersell that distinction.Treehouse internal
White space
Remote scoping before the in-home visit. Airship starts when the tech is standing in the home. Treehouse's hypothesis is to start earlier — guided photo collection and remote measurement that produces a scope before the tech arrives, or replaces the site visit entirely for qualifying projects. That is a different value proposition: Airship reduces friction at the kitchen table; Treehouse reduces friction before anyone leaves the office.Treehouse internal
If Treehouse borrowed only one strategic idea from Airship, it would be Airship turns the in-home sales conversation into a repeatable, data-driven moment — with financing and rebates as the mechanism for closing large jobs homeowners would otherwise defer.because The product's core claim is that monthly-payment framing removes the objection that kills high-ticket residential jobs: sticker shock on a $12,000 heat pump or a $6,000 panel upgrade. That framing requires inline financing (not a separate application), automated rebate matching, and a professional presentation the tech can run without fumbling. Whether Treehouse's proposal path needs the same inline financing capability is the open question — for electrical jobs at EV-charger scale ($2,000–$4,000), the financing argument may be less powerful than it is for HVAC replacements.