LeadTruffle: Product, team and how it was built
LeadTruffle (AI lead response by text, voice and email for home service businesses, United States): More than 59K leads processed (company figure), March 2026. Evidence grade E: no revenue figure was checked. Team: 2 co-founders (CEO and CTO) on the About page; total headcount not published. Launched January 2025; still running.Added 8 November 2026
- Outcome
- More than 59K leads processed (company figure), March 2026
- Evidence
- E no revenue figure was checked
- Launch
- January 2025
- Status
- Still running
- Team
- 2 co-founders (CEO and CTO) on the About page; total headcount not published
- Outside funding
- Funded: TinySeed accelerator, Spring 2025 batch; the amount for LeadTruffle is not published
- Main channel
- Not stated
What is not verified
No revenue figure was found. The founders' interview, the company site, TinySeed's pages and the Internet Archive were searched; no payment-processor profile, filing or founder figure for LeadTruffle exists in them. In the February 2025 interview the CEO spoke of "20 grand a month" only as an example of what a platform could absorb, not as Tool Desk's revenue. TinySeed's program page says it invests US$120,000 to US$220,000 per company, but not what it put into LeadTruffle. The 59,000 leads and the 250+ businesses are the company's own counts. The home page shows two star ratings, "5.0/5 (11)" and "4.4/5 (10)", as G2 and Trustpilot logos linked to those sites ("G2: 5.0 out of 5 from 11 reviews", "Trustpilot: 4.4 out of 5 from 10 reviews"); neither count was checked here, because Trustpilot does not allow Claude agents and G2 was not opened. Its "As Seen On" logos (Markets Insider, Yahoo! Finance, Associated Press, MarketWatch) link to syndicated copies of the company's own 31 March 2026 press release, which the press page says was "distributed via GlobeNewswire", not to independent articles; the customer results on the About and Customers pages (for example US$49,000 of HVAC work for Cobex Air) are, in the company's words, "Customer-reported results". The eight customer testimonials on the home page are shortened and reworded versions of reviews that tooldesk.co shows under the same names (that page says they were "Imported directly from the ToolDesk testimonial wall"), and two of them add surnames that the wall does not show. One reviewer on that wall, Jeremy Rivera ("Owner, SEO Arcade"), is the host of the Unscripted SaaS interview cited here. A reader could look for a TinySeed Tales or MicroConf episode with the founders or a payment-processor profile. This story is grade E: the business is real and its product, price and customers are described from public pages, but no revenue figure was checked. Aiolum shows it as an idea worth studying, not as proof that it makes money.
LeadTruffle sells speed to lead, the practice of answering a new sales inquiry within seconds, because the first company to answer usually gets the job. Its AI replies to people who fill in a website form, text a business, miss it on the phone or ask through lead aggregators, marketplaces such as Thumbtack, Yelp, Angi and Google Local Services Ads that sell inquiries to local businesses. It asks the questions that the owner sets, books the job in tools such as Jobber, Housecall Pro or ServiceTitan, and lets staff take over at any time.
Bryan Shankman (CEO) and Aaron Decker (CTO) started in about early 2024 with Tool Desk, an email and text-marketing plug-in for Jobber users, under the company ToolDesk Inc. in Austin, Texas. After Jobber released its own campaign tools, they built Tool Desk AI, an AI sales assistant independent of any one scheduling app, renamed it LeadTruffle by March 2025, and joined the TinySeed Spring 2025 accelerator in May 2025.
This is a grade E story: no revenue figure was found. The headline is the company's own count of more than 59,000 leads processed from January 2025 to March 2026, and the home page now says more than 250 home service businesses use it.
How much revenue does LeadTruffle make?
Each row shows the evidence grade and the source numbers from the list at the end of this page. The grades are explained in How Aiolum verifies.
| Fact | Value | Grade | How we know | Sources |
|---|---|---|---|---|
| Leads processed, 1 January 2025 to 30 March 2026 | more than 59,000, across hundreds of businesses | C | Company press release on GlobeNewswire, Austin, 31 March 2026: "LeadTruffle processed more than 59,000 leads across hundreds of businesses on the platform." Not checked by any other source. | [1] |
| Response time, same period | median 5 seconds; about 97% under 30 seconds | C | Same press release, counted only for "leads with trackable outbound follow-up events". | [1] |
| Customers, November 2026 | more than 250 home service businesses | C | Home page, read 8 November 2026: "Trusted by 250+ home service businesses". Not checked by any other source. | [3] |
| Company start (ToolDesk Inc.) | founded about early 2024 with the Tool Desk plug-in for Jobber | C | The CEO, in the interview published 26 February 2025: "We started with Tool Desk, the Jobber plug-in… starting about a year ago". The Internet Archive's first capture of tooldesk.co is from 6 January 2024. The terms of service name ToolDesk Inc., doing business as LeadTruffle, under Texas law. | [5, 6, 10, 13] |
| LeadTruffle founded | 2024, by Bryan Shankman and Aaron Decker, Austin, Texas | C | About page: "We founded LeadTruffle in 2024 after building a Jobber app together." TinySeed lists the company as "(Texas, Ohio)". | [2, 7] |
| Renamed | Tool Desk AI became LeadTruffle by 28 March 2025 | C | Company blog, 28 March 2025: "Tool Desk AI, the AI lead qualifier" … "now rebranded as LeadTruffle". The Internet Archive's first capture of leadtruffle.co is from 13 May 2025. | [5, 10] |
| Team | 2 co-founders: Bryan Shankman (CEO) and Aaron Decker (CTO); total headcount not published | C | About page: "Built by Bryan & Aaron". No source gives the number of employees. | [2] |
| Funding | TinySeed accelerator, Spring 2025 batch (7 May 2025); amount not published | C | TinySeed's batch post names LeadTruffle among 12 startups. TinySeed's program page says it "invests $120k-$220k per company for 10-12% equity" and is for "founders with a revenue-generating SaaS"; it does not give LeadTruffle's amount. | [7, 8] |
| First dated customer review | January 2025 | C | A review dated 25 January 2025 on tooldesk.co: "I started using LeadTruffle for my junk removal business a few weeks ago." tooldesk.ai was first archived on 13 January 2025 (a redirect) and first showed a page on 15 January 2025. | [9, 10] |
| Price of the earlier Tool Desk plug-in | US$149 a month | C | The CEO in the February 2025 interview: "it's 149 a month. And that includes SMS and email marketing campaigns, flows, automations." LeadTruffle itself publishes no prices. | [5, 6] |
| AI model | OpenAI, with a system prompt and a customer prompt | C | The CEO in February 2025: "We basically give open AI two prompts"; the AI is first set up from a scrape of each customer's website. | [5] |
| Months from the first dated customer review to the March 2026 count | 14 | calc | Calculated: January 2025 to March 2026. | [1, 9] |
How to read this table: a grade C value is a statement by the company, its CEO or its investor. A "calc" value was computed on this page. No value is grade A or B, and no row is a revenue figure.
| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Essential | not published | website texting, AI voice answering, missed-call text-back, Yelp, Thumbtack and Google LSA, CRM booking | |
| Growth | not published | adds a dedicated local number, advanced SMS automations, SMS follow-ups, human takeover on SMS | |
| Scale | not published | adds priority support and white-glove setup for high-volume or multi-location teams | |
| LeadTruffle Managed | not published | the company configures, monitors and improves the setup; dedicated account manager |
The pricing page lists Essential, Growth and Scale plans and a Managed service, all month-to-month with no long-term contract. Its FAQ says: "LeadTruffle uses sales-led pricing based on the plan and support level your business needs. Book a demo and we will prepare a custom offer for your company." Call Connect uses voice credits, with each answered side rounded up to a whole minute.
When did LeadTruffle launch, and how did it grow?
From a Reddit post by a pest control owner to an AI inbox for more than 250 home service businesses, in less than three years. Each entry carries its grade.
- About early 2024CThe founders build a custom tool for a Seattle pest control owner who asked on Reddit about ringless voicemail, then sell it as Tool Desk, an email and SMS marketing plug-in in the Jobber app store. tooldesk.co is first archived on 6 January 2024. [5, 10]
- Before February 2025CJobber ships new features that, in the CEO's words, "basically ship our entire product". The founders decide to build Tool Desk AI, a lead qualifier that connects to any system through Zapier. [5]
- January 2025Ctooldesk.ai goes online, and the first dated customer review of the AI product appears on 25 January. [9, 10]
- 26 February 2025COn the Unscripted SaaS podcast the CEO describes Tool Desk AI as a 24/7 sales rep that captures website leads and qualifies them over SMS. By 28 March the product is called LeadTruffle. [5, 6]
- 7 May 2025CTinySeed announces LeadTruffle in its Spring 2025 accelerator batch. [7]
- 31 March 2026CPress release: more than 59,000 leads processed since 1 January 2025, with a median first response of 5 seconds. By November 2026 the home page claims more than 250 businesses and adds AI voice, email and automatic call features. [1, 3]
Why did LeadTruffle work?
Four causes, in the order they mattered. Each one is a reusable lesson.
Leaving the platform
The first product lived inside Jobber, and Jobber shipped most of it as its own feature. The CEO said that a platform will copy anything that works on it. The second product connects to Jobber, Housecall Pro, ServiceTitan, Workiz and others, so no single scheduling app can absorb it.
Answer in seconds
A home service customer often asks several companies at once and hires the first one that answers. LeadTruffle's own data gives a median first response of 5 seconds. The owner sets the qualifying questions, and the AI filters out jobs the business does not do.
Little onboarding work
The customer gives a website address; the software scrapes it to fill the company description and the list of services in the AI's instructions. The CEO said the company is ruthless about removing setup steps because its customers are rarely at a computer.
Follow the paid leads
Many of these businesses buy leads from Google Local Services Ads, Thumbtack, Yelp and Angi. LeadTruffle replies inside those channels, so the product is sold as protecting money the owner already spends.
How it was built
These details come from the CEO's interview, the company blog and the company's own pages. They are grade C. [5, 2, 3]
- Two founders who had both worked on Shopify apps before: the CEO from enterprise software sales, the CTO formerly CTO of a Shopify app startup.
- The AI uses OpenAI with two prompts: a general system prompt ("If you ever get confused, don't make stuff up") and a lower-priority prompt with the customer's own questions.
- The first version mostly captured lead data for the owner to qualify by hand; AI replies were added step by step to limit wrong answers.
- The CEO says the CTO ships changes fast "thanks to things like AI", where an offshore agency would have taken weeks.
- Both the LeadTruffle and the Tool Desk websites carry the generator tag of the Astro framework (v5.7.11).
Tools named in the sources
Each one opens its page in the Tools tab, with every story that uses it.
Who tried this before LeadTruffle, and why did they fail?
Four companies in our database of failed startups sold automated replies or digital tools to customer-facing businesses and failed. The values below are from that database and are not independently verified.
Answerly
The promiseFAQ chatbots that answer customers so that people handle only the complex questions.
Why it diedBuilt answer bots when language processing was weak, and could not beat Zendesk and Intercom.
Vanti
The promiseAI chat that guides shoppers to a purchase for brands.
Why it diedNo product-market fit in a crowded conversational AI market; high customer acquisition cost and hard integrations.
Pro.com
The promiseHome renovation made simple by matching homeowners with contractors.
Why it diedBetter-known rivals, and a model that needed many people could not scale.
LocalOn
The promiseDigital tools for small local shops without coding.
Why it diedShopify and Wix offered more, and the money ran out before small businesses noticed it.
The failed startups come from our database of 1,749 dead startups, retold here in our own words. Its entries are AI-assisted summaries of public sources, so these cards carry no evidence grade.
What changed
Answerly built answer bots before language models could hold a natural conversation, and Vanti sold a general chat tool into a crowded market. LeadTruffle uses current language models for one narrow job, the first reply to a home service inquiry, where the questions are few and repeat often.
Pro.com and LocalOn tried to own the customer relationship or the whole online presence of local businesses and lost to larger platforms. LeadTruffle sits between the platforms these businesses already pay for, the lead marketplaces and the scheduling apps, and connects them rather than replacing them.
Can one person copy LeadTruffle now?
Partly: the method is open, the integrations take time.
Two people built it, and one founder with AI coding tools could build a first version: a texting widget, a model prompt and one scheduling app. The work is in the integrations, the telephone number registration and the setup calls with each customer, which the company does by hand.
Where it is still open: Other local trades that buy leads from marketplaces and answer them slowly: movers, pest control, auto repair, and trades outside the United States and Canada.
- 1Pick one trade and one lead source where slow replies lose paid leads.
- 2Fill the AI's instructions from the customer's own website so setup takes minutes.
- 3Book directly into the scheduling app the trade already uses.
- 4Do not depend on one platform's app store; connect to several.
What could go wrong for LeadTruffle?
The risks are the mirror image of the causes above.
What is not verified
No revenue figure was found. The founders' interview, the company site, TinySeed's pages and the Internet Archive were searched; no payment-processor profile, filing or founder figure for LeadTruffle exists in them. In the February 2025 interview the CEO spoke of "20 grand a month" only as an example of what a platform could absorb, not as Tool Desk's revenue. TinySeed's program page says it invests US$120,000 to US$220,000 per company, but not what it put into LeadTruffle. The 59,000 leads and the 250+ businesses are the company's own counts. The home page shows two star ratings, "5.0/5 (11)" and "4.4/5 (10)", as G2 and Trustpilot logos linked to those sites ("G2: 5.0 out of 5 from 11 reviews", "Trustpilot: 4.4 out of 5 from 10 reviews"); neither count was checked here, because Trustpilot does not allow Claude agents and G2 was not opened. Its "As Seen On" logos (Markets Insider, Yahoo! Finance, Associated Press, MarketWatch) link to syndicated copies of the company's own 31 March 2026 press release, which the press page says was "distributed via GlobeNewswire", not to independent articles; the customer results on the About and Customers pages (for example US$49,000 of HVAC work for Cobex Air) are, in the company's words, "Customer-reported results". The eight customer testimonials on the home page are shortened and reworded versions of reviews that tooldesk.co shows under the same names (that page says they were "Imported directly from the ToolDesk testimonial wall"), and two of them add surnames that the wall does not show. One reviewer on that wall, Jeremy Rivera ("Owner, SEO Arcade"), is the host of the Unscripted SaaS interview cited here. A reader could look for a TinySeed Tales or MicroConf episode with the founders or a payment-processor profile.
AI calls, automatic calls and campaigns
The AI voice agent answers calls that the business forwards to it; its feature page does not say whether the AI tells callers that it is an AI (casebook 13, Simple AI). Call Connect rings the business's employee first and calls the customer who submitted the lead only after the employee presses 1. AI email campaigns go to the business's own client list with unsubscribe handling, and the page says "Your business remains responsible for legal compliance, list quality". The earlier Tool Desk plug-in sold SMS, email and ringless voicemail campaigns to Jobber users' clients (archived tooldesk.co page of 14 July 2024: "Why use ringless voicemail?" and "Craft personalized SMS, email, and voicemail campaigns"). No source reports a complaint or regulator action.
Competition and dependence on other platforms
Many AI receptionist and lead-response products compete for the same trades; on this site Aeva AI (phone receptionist for clinics) and Caseflood.ai (intake for law firms) do the same job in other industries. LeadTruffle depends on access to Google LSA, Thumbtack, Yelp, Angi and Meta, on the scheduling apps it books into, and on OpenAI for its replies (CEO, February 2025); its first product was overtaken when Jobber shipped similar features.
Part software, part service
The pricing page sells a LeadTruffle Managed option ("We run it for you"), and every customer gets an onboarding call in which "Our team handles the technical work with you or for you". The core plans are software, but setup depends on the company's staff time, which limits how fast a small team can add customers.
Sources
The grade next to each source is the best grade that the source can support. "Read in full" means that the text of the page was downloaded and the numbers were checked in it.
- C LeadTruffle press release on GlobeNewswire, Austin, 31 March 2026: LeadTruffle brings AI speed-to-lead and unified inbox to U.S. home service businessesRead in full on the company site. Source for the 59,000 leads and the response times.
- C LeadTruffle: About LeadTruffle, read 8 November 2026Read in full. Source for the founders, their roles, the 2024 founding, ToolDesk Inc. and Austin.
- C LeadTruffle home page, read 8 November 2026Read in full. Source for the product, the 250+ businesses, the rating badges and the page source (Astro, Cloudflare).
- C LeadTruffle pricing page, read 8 November 2026Read in full. Plans and features, no prices; source for the Managed option and the onboarding FAQ.
- C LeadTruffle blog, 28 March 2025, by Bryan Shankman: From Jobber Plugin to AI Lead Qualifier (second half of the post title)Read in full. The company's summary of the CEO's podcast interview, with long quotations. Source for the Tool Desk origin, the Jobber episode, the price, the rename and the OpenAI prompts.
- C Unscripted SaaS podcast, 26 February 2025: Bryan Shankman (host Jeremy Rivera)Read the episode page and its notes. Source for the date of the interview, the US$149 price and the Tool Desk AI description.
- C TinySeed, 7 May 2025, by Alex McQuade: Meet the TinySeed Spring 2025 Accelerator BatchRead in full (pipeline download of 8 November 2026). The investor's list of 12 startups, with LeadTruffle (Texas, Ohio).
- C TinySeed program page, read 8 November 2026Read in full (pipeline download of 8 November 2026). Source for the investment terms and the revenue-generating requirement.
- C Tool Desk home page (tooldesk.co), read 8 November 2026Read in full. The earlier product's site, now announcing LeadTruffle; source for the dated customer reviews from January 2025.
- C Internet Archive capture lists for tooldesk.co, tooldesk.ai and leadtruffle.co, read 8 November 2026Read the first captures of each domain: tooldesk.co 6 January 2024 (a redirect; the first capture with a page, 14 July 2024, shows "Marketing Automation for Jobber", "Launching Soon! Waitlist now open!" and ringless voicemail campaigns), tooldesk.ai 13 and 15 January 2025, leadtruffle.co 13 May 2025.
- C LeadTruffle: AI Voice Agent feature page, read 8 November 2026Read in full. Searched for any statement that the AI tells callers it is an AI; none found.
- C LeadTruffle: AI Email Campaigns feature page, read 8 November 2026Read in full. Source for the client-list campaigns and the compliance wording.
- C LeadTruffle terms of service, last updated 2 November 2026Read the sections naming the company and the governing law: ToolDesk Inc., doing business as LeadTruffle, Texas.
- C LeadTruffle customer stories page, read 8 November 2026Read in full. Source for the customer-reported results.
- C Database of failed startups, local exportLocal export. AI-written summaries, not independently verified. Source for the failed predecessors.
Run this company? Send corrections or a verified figure to aiolum@livyden.com