Research on lead response, AI agents and automation, traced to the source
Each research page takes numbers that get quoted everywhere and checks them against the original study: who measured it, when, how, and what it does not prove.
Speed to lead software pricing: 11 tools compared
Prices from 11 vendor pricing pages read November 8, 2026, the fees they leave out, and the same 300-lead month priced on each tool.
Read the research →AI customer service pricing: how 14 helpdesks charge for AI agents, checked October 30, 2026
AI customer service pricing from 14 helpdesks, read October 30, 2026: per resolution, conversation or session, list prices and 1,000 conversations costed.
Read the research →AI adoption by industry and company size: US Census Bureau data
AI adoption by industry and company size from US Census Bureau data: 24.6% of businesses use AI, from 46.4% in information to 6.0% in agriculture. Tables.
Read the research →Document AI cost per page in 2026: 34 prices compared
OCR is $1.50 per 1,000 pages on Textract, Azure and Google; extraction runs $0.35 to $100 per 1,000 invoices. 34 prices from 7 providers, October 2026.
Read the research →What AI costs in Make credits: 30 models priced per million tokens, October 2026
Make's AI credit cost for 30 models, per million tokens and per AI step. At $0.0009 a credit, Claude tokens in Make match Anthropic's list price to within 1%.
Read the research →LLM API pricing and model retirements: OpenAI, Anthropic and Google, October 2026
Prices for 20 current text models, every announced retirement to May 2027, notice periods from 11 to 184 days, and scheduled price changes. Checked October 30, 2026.
Read the research →Which business software has an official MCP server? 16 vendors checked
Which business tools have an official MCP server? We checked 16 vendors' own docs on October 30, 2026: address, hosting, sign-in, transport and usage costs.
Read the research →Instagram DM automation tool pricing 2026: nine tools, five billing units
Published prices, free tiers and billing units of nine Instagram DM tools, read October 30, 2026, with cost at 1,000 people a month.
Read the research →WhatsApp Business message prices by country: US, Canada, UK, UAE and Australia, October 2026
Meta's rate card effective October 1, 2026: marketing $0.025 in the US and Canada, $0.0635 in the UK, $0.0576 in the UAE, $0.0842 in Australia. What HighLevel adds.
Read the research →AI receptionist running costs by country: US, Canada, UK, Australia and UAE, October 2026
HighLevel's number and voice rate files priced in five markets: about $70 per 1,000 inbound minutes, transfers from $0.014 to $0.36 a minute, and no UAE number in the list.
Read the research →AI automation success rate: what five studies found, and what it means for a GoHighLevel build
The 80% and 95% failure claims traced to their samples, three experiments that timed real work (+14%, 37% less time, 25.1% faster), and the HighLevel settings that keep an agent safe.
Read the research →AI voice agent pricing: per-minute rates from 6 platforms, checked October 17, 2026
HighLevel Voice AI, Retell, Vapi, Bland, ElevenLabs and Synthflow list prices, and the same 1,000-minute month priced on each: $76 to $140 for standard setups.
Read the research →Florida FTSA lawsuit statistics: federal court filings by year, 2021 to 2026
Federal dockets citing the Florida Telephone Solicitation Act: 31 in 2021, 224 in 2022, 62 in 2024, 34 in 2026 to October 11. Original counts, method shown.
Read the research →n8n vs Zapier pricing in 2026: the plans, and how each one counts a run
n8n Starter at €20 a month for 2,500 executions, Zapier Pro at $19.99 a month for 750 tasks, and a four-action lead flow worked through both models. Checked October 5, 2026.
Read the research →Airtable and Bending Spoons: what the acquisition confirms, and what it does not
Bending Spoons completed its all-cash Airtable acquisition on September 4, 2026. What the SEC filing confirms, what it leaves out, and a checklist for Airtable teams.
Read the research →HighLevel changelog: the eight newest updates, and what they change for a service business
The eight newest HighLevel changelog entries as of October 5, 2026, grouped by what they touch: money, data and snapshots, messaging, and templates.
Read the research →GoHighLevel agency pricing: what agencies actually publish
Setup and support prices from eight providers' own websites, with the date each was checked.
Read the research →Appointment no-show statistics: what the research actually shows
An average no-show rate of about 23%, $196 per missed visit in one VA study, and what text reminders change, traced to the original studies.
Read the research →Robocall and spam text statistics: what the FTC data shows
About 2.6 million Do Not Call complaints in fiscal year 2025 and $470 million lost to text scams in 2024, and what that means for business calls and texts.
Read the research →AI agent adoption statistics: what McKinsey, Stanford and Gartner actually found
Most businesses use AI, few run agents at scale, and Gartner expects over 40% of agent projects to be cancelled. The numbers, traced to the original reports.
Read the research →Speed to lead statistics: what the published research actually shows
Every widely quoted lead-response number, traced back to its original study, with what each one does and does not prove.
Read the research →Our research rules
Every figure links to its original source. We state the year, the sample and the limits. We never estimate or invent a number, and when we publish our own data it will say exactly how it was collected.
Related: news, tools, lead automation and case studies.
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