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AI sales agent for business websites, WhatsApp and email that answers, qualifies and books meetings · United States

ConnectLoop: Product, team and how it was built

Small teamB2BSales software

ConnectLoop (AI sales agent for business websites, WhatsApp and email that answers, qualifies and books meetings, United States): More than 100 customers reported, May 2026. Evidence grade E: no revenue figure was checked. Team: 1 named founder (Atif Muhammad, in UpNext's Web Summit lists of May 2026); headcount not published. Launched December 2025; still running.Added 5 November 2026 · updated 6 November 2026

Outcome
More than 100 customers reported, May 2026
Evidence
E no revenue figure was checked
Launch
December 2025
Status
Still running
Team
1 named founder (Atif Muhammad, in UpNext's Web Summit lists of May 2026); headcount not published
Outside funding
No funding round found in the sources read
Main channel
Not stated
No revenue figure

What is not verified

No revenue figure was found. The only traction figure is '100+ customers', reported by UpNext on 15 May 2026 as founder-reported traction from the Web Summit Vancouver pitch; no second source repeats it. The founding date, the team size and any funding are not stated in the sources read; the earliest dated company page is the Terms of Use of 31 December 2025, and the Internet Archive's first capture of the site is from 7 October 2026. A HackerNoon profile of the company was not read because hackernoon.com disallows ClaudeBot. A payment-processor profile, a founder interview or a funding announcement would give a revenue or team figure. 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.

ConnectLoop, Inc. is a company in Cambridge, Massachusetts, that sells LIA, an AI sales agent: software built on a large language model that holds sales conversations with buyers on its own, here on a website chat, on WhatsApp and by email. The home page describes it as a multi-agent system, several specialised AI programs (product expert, qualifier, scheduler, follow-up writer and others) that share one memory of each buyer. It qualifies buyers with SPIN and MEDDIC, two standard sales question lists about need, budget, authority and timing, and then syncs the result to a CRM (customer relationship management system, the database where sales teams keep their contacts and deals).

UpNext, a startup news site, listed Atif Muhammad as the founder in its Web Summit Vancouver pitch lineup of 14 May 2026, and its recap of 15 May 2026 named ConnectLoop a standout pitch startup that "has 100+ customers and is growing quickly". A month later UpNext listed it among the standouts of Web Summit Rio 2026. The company's own About page names customers in Latin America: 12 live deployments in a cohort of the Colombian organisation Colsubsidio (37 companies onboarded) and the GIMI Institute.

No revenue figure was found, so this story has evidence grade E. The customer count is the founder's own figure as UpNext reported it, and no source gives the size of the team.

ConnectLoop: More than 100 customers reported, May 2026. AI sales agent for business websites, WhatsApp and email that answers, qualifies and books meetings, United States, team of 2 to 10, evidence grade E.
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01

How much revenue does ConnectLoop 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.

A young Cambridge, Massachusetts company with one named founder, a free plan and four paid plans, and a reported 100+ customers, with no revenue figure published
FactValueGradeHow we knowSources
CompanyConnectLoop, Inc., Cambridge, Massachusetts, USACAbout page: 'Incorporated as connectloop, Inc., Cambridge, Massachusetts'. The Terms of Use name Massachusetts law. The founding date is not stated on the pages read.[3, 10]
FounderAtif MuhammadBUpNext pitch lineup, 14 May 2026: 'Atif Muhammad, ConnectLoop — Turns static websites into AI sales agents that convert 24/7.' The company's own pages read do not name the founder.[5, 4]
Earliest dated product page31 December 2025CEffective date of the Terms of Use, which cover the 'dashboard, APIs, and embedded widgets/agents'. The real start may be earlier; not verified.[10]
Customersmore than 100 (May 2026)CUpNext, 15 May 2026, in its list of standout pitch startups: 'The company has 100+ customers and is growing quickly.' Founder-reported traction; not checked.[4]
Named deployments12 live deployments in the Colsubsidio cohort (37 companies onboarded); GIMI Institute with a 121-product catalogueCCompany About page, undated, read 5 November 2026.[3]
Event stagesWeb Summit Vancouver PITCH (May 2026); Web Summit Rio 2026 standouts (June 2026)BUpNext recaps of 14 May, 15 May and 15 June 2026.[5, 4, 6]
PricesFree; paid plans from US$49 to US$1,299 a month billed yearly; Enterprise customCPricing page. Priced by message volume, not per seat.[2]
Channelswebsite chat, WhatsApp Business API, email; voice in the chat widgetCThe company says it is a Meta Business Partner and uses the official WhatsApp Business API; the pricing table lists a voice channel and an animated avatar on every plan.[9, 2]
LanguagesEnglish, Spanish, PortugueseCHome page: 'multilingual by default in English, Spanish, or Portuguese'. The site itself has English, Spanish and Portuguese versions.[1]
Teamheadcount not publishedCOnly one person is tied to the company in the sources read. Nothing read suggests more than 10 people.[5, 3]
Time from earliest dated page to the customer count5 monthscalcCalculated: December 2025 to May 2026. The company may be older than its Terms of Use.[10, 4]

How to read this table: a grade C value is the company's or the founder's own statement, on its own site or as reported by an event recap. A grade B value was reported by an independent party. A "calc" value was computed on this page. No revenue figure was found.

ConnectLoop prices on 5 November 2026, from the company's pricing page (grade C for the prices)
PlanPer month, billed yearly (US$)Per month, billed monthly (US$)Limit
Free00200 messages, no overage; 1 agent
Starter4961.25400 messages a month, then US$0.10 each
Launch150187.501,250 messages a month, then US$0.08 each; email reply agent
Growth599748.757,000 messages a month, then US$0.06 each; visitor and conversation intelligence
Scale1,2991,623.7520,000 messages a month, then US$0.05 each; live sales call assistance, advanced retrieval
Enterprisecustomcustomcustom volume, lead capture popups, dedicated support

Prices depend on the number of AI replies (messages) a month. The page says every paid plan is 20% cheaper billed annually; the monthly prices below are the page's own monthly figures. Above the included messages the agent keeps answering and each extra message is billed at the plan's overage rate (US$0.10 to US$0.05). Discounted message packs of 2,500 to 15,000 messages cost US$150 to US$750. The Starter plan appears when the volume selector is set to 400 messages.

02

When did ConnectLoop launch, and how did it grow?

From the first dated page on the site in December 2025 to two Web Summit stages in May and June 2026. Each entry carries its grade.

  1. 31 December 2025CEffective date of ConnectLoop's Terms of Use for its website, dashboard, APIs and embedded agents, the earliest date found on the company's pages. [10]
  2. 14 May 2026BUpNext lists Atif Muhammad and ConnectLoop in the PITCH lineup of Web Summit Vancouver 2026. [5]
  3. 15 May 2026CUpNext's Web Summit Vancouver recap names ConnectLoop a standout pitch startup and reports 100+ customers (founder-reported). [4]
  4. 15 June 2026BUpNext's Web Summit Rio 2026 recap lists ConnectLoop among the standouts of the event. [6]
  5. 20 August 2026CThe oldest guides on the company blog are published; by early November 2026 the blog has seven pages of guides. [11]
  6. November 2026CThe pricing page shows a free plan, four self-signup plans from US$49 to US$1,299 a month billed yearly, and a custom Enterprise plan. [2]
03

Why did ConnectLoop work?

Four causes, in the order they mattered. Each one is a reusable lesson.

01

Sell the whole chain, not one step

The home page argues against single-function tools: a chat bot that only answers, a scheduler that only books, an email writer that only drafts. LIA does all of these from one record of the buyer, so the buyer never repeats their story and the sales rep receives a qualified, booked meeting.

02

Answer only from approved sources

The agent answers from the business's own documents and pages and sends a question to a person when the sources have no answer. The About page calls this rule 'the company'. For a buyer of sales software, a wrong price or promise from an AI is the main fear, and this rule addresses it.

03

WhatsApp first for Latin America

The company builds on the official WhatsApp Business API and has Spanish and Portuguese versions of its site, aimed at markets where sales run on WhatsApp. Its named deployments are in Colombia, and it appeared at Web Summit Rio as well as Vancouver.

How it was built

These details come from the company's own pages and from the page source of its website. They are grade C unless marked. [9, 3, 2, 1]

  • WhatsApp through the official WhatsApp Business API; the company says it is a Meta Business Partner and a Verified Meta Business.
  • Google CASA Tier 2 verification, a security assessment that Google asks of apps that read Gmail and other sensitive Google account data.
  • Retrieval-augmented generation (RAG): the agent looks up passages in the customer's documents before it answers. The Scale plan adds 'hybrid search + reranking' instead of the standard vector store.
  • CRM sync to HubSpot, Salesforce, Zoho and Pipedrive; calendar booking against Google and Outlook calendars.
  • The marketing site is built with Next.js and measured with Google Analytics, as its page source shows (grade B).

Tools named in the sources

Each one opens its page in the Tools tab, with every story that uses it.

04

Who tried this before ConnectLoop, and why did they fail?

Three companies in our database of failed startups promised to turn website visitors into customers with chat before large language models were good enough. The values below are from that database and are not independently verified.

Died 2014 to 2022Burned US$600K

RightHello

The promise

Live chat for online shops that would turn website visitors into buyers with well-timed conversations.

Why it died

It had US$600,000 against Intercom's much larger funding and could not keep up in the live-chat market.

Ran Out of Cash
Died 2013 to 2016Burned US$550K

Answerly

The promise

FAQ chat bots that would answer support questions so people handled only the complex ones.

Why it died

Language processing was too weak at the time, and Zendesk and Intercom already held the market.

Product/Tech Failure
Died 2019 to 2024Burned US$18M

Vanti

The promise

AI chat bots for brands that would give each shopper a personal buying conversation.

Why it died

It did not find product-market fit in a crowded market; high customer acquisition cost and hard integrations broke its unit economics.

No Market Need

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

RightHello and Answerly needed people or scripted bots behind the chat window, and Vanti built its own conversational AI before large language models were common. ConnectLoop's agent can answer free-form questions from a customer's own documents, which is the job the older bots could not do well.

The integration problem that hurt Vanti is still there, so ConnectLoop sells ready connections to the common CRMs and calendars and lets small teams start on a free plan without a sales call. Whether this is enough in a crowded market is not shown by any revenue figure yet.

05

Can one person copy ConnectLoop now?

Partly: a narrow version can be built by one person; the full product needs a team.

A website chat agent that answers from a company's documents and books a meeting is now a common build. The hard parts are the many connections (WhatsApp Business API, CRMs, calendars, Gmail), the security reviews that come with them, and selling to companies one by one.

Where it is still open: WhatsApp-first selling in markets where sales teams still work from personal phones, and narrow industries whose buyers ask long technical questions before a demo.

  1. 1Pick one market where buyers ask before they buy, for example language schools or B2B equipment makers, and one channel they already use.
  2. 2Answer only from the customer's approved documents, and hand the question to a person when there is no answer.
  3. 3Book the meeting inside the conversation and write the result into the customer's CRM.
  4. 4Price by message volume with a free plan, so a small team can try it without a sales call.

What could go wrong for ConnectLoop?

The risks are the mirror image of the causes above.

What is not verified

No revenue figure was found. The only traction figure is '100+ customers', reported by UpNext on 15 May 2026 as founder-reported traction from the Web Summit Vancouver pitch; no second source repeats it. The founding date, the team size and any funding are not stated in the sources read; the earliest dated company page is the Terms of Use of 31 December 2025, and the Internet Archive's first capture of the site is from 7 October 2026. A HackerNoon profile of the company was not read because hackernoon.com disallows ClaudeBot. A payment-processor profile, a founder interview or a funding announcement would give a revenue or team figure.

Visitor tracking and follow-up messages

The Growth plan tracks anonymous visitors under an anonymous ID per browser and joins that history to a person's record once they give their email; a blog guide of 20 August 2026 explains how to identify the companies behind anonymous traffic with reverse IP lookup. The company says it offers 'GDPR compliance support, consent-based capture'. Follow-up emails from Proactive Outreach go only to known leads and are copied and sent by a person on the customer's team ('Does ConnectLoop send the email? Your team does'). The pricing table also lists automatic visitor follow-up messages after a visitor interaction. Whether LIA tells buyers on customer websites that it is an AI is not stated on the pages read; it is shown with a name and an optional animated avatar.

Competition

Similar stories on this site include Chatbase and SiteGPT (support chat agents trained on a website) and Setter AI (an AI appointment setter on WhatsApp and website chat), and large CRM and chat vendors sell their own AI agents.

Dependence on Meta, Google and model providers

The WhatsApp channel depends on Meta's WhatsApp Business API and Meta's rules (the company blog describes WhatsApp's 24-hour window and opt-in rules), and Gmail access depends on Google's CASA verification. The pages read do not name the language models behind LIA, so a price or policy change at the model provider would affect it directly.

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.

  1. C ConnectLoop home page, read 5 November 2026
    Read in full. Source for the product description, the agent roles, the languages and the page source (Next.js, Google Analytics).
  2. C ConnectLoop, Pricing
    Read in full, including the plan data in the page source for the Starter plan and the monthly prices.
  3. C ConnectLoop, About ConnectLoop
    Read in full. Source for the company name, place, origin, certifications and named deployments.
  4. C UpNext, 15 May 2026: Web Summit Vancouver 2026: Enterprise AI Deployment Recap (Edwin J. Frondozo)
    Read the section on ConnectLoop in the copy the pipeline downloaded on 6 November 2026. Founder-reported traction.
  5. B UpNext, 14 May 2026: What's UpNext: Signals from the Global Startup Circuit
    Read the Web Summit Vancouver PITCH lineup in the copy the pipeline downloaded on 6 November 2026. Source for the founder's name.
  6. B UpNext, 15 June 2026: Web Summit Rio 2026: Dalton Lab Wins the PITCH on a Record Stage
    Read the Standouts section in the copy the pipeline downloaded on 6 November 2026.
  7. C ConnectLoop, Visitor Intelligence
    Read in full. Source for how anonymous visitors are tracked and joined to a record.
  8. C ConnectLoop, Proactive Outreach
    Read in full. Source for who sends the follow-up emails.
  9. C ConnectLoop, WhatsApp Sales Agent
    Read in full. Source for the official WhatsApp Business API connection.
  10. C ConnectLoop, Terms of Use (effective 31 December 2025)
    Read the effective date, the parties and the governing-law sections.
  11. C ConnectLoop blog, pages 1 and 7
    Read the post lists and dates of the newest and the oldest pages.
  12. C Internet Archive capture list for connectloop.ai
    Read the capture list: one capture of the home page, 7 October 2026.
  13. C Database of failed startups, local export
    Local 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

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