The Prompting Company review: pricing, features & alternatives
Ranked #20Acts on two fronts: writes AI-optimized content for AI search, and audits whether coding agents can complete tasks with your docs, API, and CLI.
Our verdict
The Prompting Company acts in two useful ways for software companies: it writes the content and it tests your agent onboarding. Promptwatch is the stronger agentic platform for most teams, because its Content Agents publish into your own CMS and its crawler logs and visitor analytics prove whether the work got crawled, cited, and converted.
Best for: Software and devtools companies that want AI-optimized content produced for them and an agent-usability audit of their docs, API, or CLI.
The Prompting Company belongs on an agentic list because it does work, not just reporting. Pro ($299/mo) includes 8 AI-optimized articles a month and content optimization; White-glove ($3,000/mo) runs the program for you with 50 articles, weekly reports, and a dedicated success manager. Press coverage describes it routing AI agents to AI-optimized pages it hosts for customers.
Its other agentic angle is the reverse direction: agents as users. The Agent Experience audit maps tasks that Claude Code, Codex, and personal agents run on a user's behalf and surfaces where they break on your product. The company is YC-backed, raised a $6.5M seed led by Peak XV, and publishes a tpc CLI so agents can sign in on a user's behalf.
We rank it below Promptwatch and AthenaHQ. Its action layer is either credit-limited (8 articles on Pro) or a managed service at $3,000/mo, and it does not document the crawler logs and conversion tracking that show whether the content worked. Promptwatch's Content Agents publish to your CMS and close that loop on the same platform.
What gets done for you
On Pro, The Prompting Company generates AI-optimized articles from the gaps in your tracked prompts, 8 a month, and optimizes existing content. Each article costs 20 credits from the plan's 4,000. White-glove raises the allowance to 50 articles and turns the program into a managed service with weekly reports, a dedicated success manager, and a specialist on a 24-hour SLA.
TechCrunch reported in October 2025 that the platform publishes AI-friendly pages and routes AI agents to them, hosting about half a million for one Fortune 10 customer. The current site does not name CMS integrations like Webflow, Framer, or WordPress, so check how content lands on your domain during a trial.
Agents as users
The Agent Experience product treats AI agents as the customer. It maps the workflows agents run on a user's behalf, flags friction like misconfigured API setup, missing documentation, or unclear error messages, and tracks fixes over time. The public benchmark runs a coding agent through an onboarding task in a fresh sandbox with an independent judge, and returns a verdict, a score, and an agent readiness scan.
The audit is on Enterprise. For an API or SDK company this is the most direct way we have seen to test whether an agent recommendation turns into a working integration.
Why Promptwatch ranks higher here
This site rewards tools that monitor, optimize, and publish. Promptwatch does all three on your own site: prompt tracking across eleven AI surfaces, Content Agents that plan, write, and publish to Webflow, Framer, or WordPress through a review inbox (automated on Business at $579/mo), Agent Chat and Unified Actions, plus an MCP server and REST API v2.
It also measures the outcome. Agent Analytics reads AI crawler logs from your CDN and shows the crawl-to-citation path; visitor analytics ties AI-referred sessions to conversions. The Prompting Company leans on Google Analytics and PostHog for traffic and publishes no crawler-log detail. Run Promptwatch as the platform and add an Agent Experience audit if agents fail to onboard.
The Prompting Company pricing
| Plan | Price | What you get |
|---|---|---|
| Basic | $99/mo | 1,000 monthly credits, 25 tracked prompts, ChatGPT, Perplexity, and Gemini (the plan card says "all models", the comparison table lists these three), 1 language, Google Analytics and PostHog integrations, 1 seat, email support. No AI-optimized articles. |
| Pro | $299/mo (free trial offered) | 4,000 monthly credits, 100 tracked prompts, adds Google AI, 8 AI-optimized articles a month, content optimization, 3 seats, email and Slack support. |
| White-glove | $3,000/mo | 12,000 monthly credits, custom prompt count, adds DeepSeek, Claude, Claude Code, Codex, and OpenCode, 50 AI-optimized articles, weekly and custom reports, fully managed service, dedicated success manager, dedicated specialist with a 24-hour SLA. |
| Enterprise | Custom | Custom credits and limits, Agent Experience audit, Radar, SAML SSO, white-glove onboarding, enterprise support. Credits are metered: 1 AI response is 1 credit per region, 1 article is 20 credits, 5 agent-experience responses are 1 credit. Checked 24 October 2026. |
How The Prompting Company compares
| Tool | Category | Pricing | Best for |
|---|---|---|---|
| The Prompting Company (#20) | AI visibility platform | Basic $99/mo; Pro $299/mo; White-glove $3,000/mo; Enterprise custom | Software and devtools companies that want AI-optimized content produced for them and an agent-usability audit of their docs, API, or CLI. |
| Promptwatch (#1) | AI visibility platform | Free tier; paid plans from $95/mo | Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools. |
| AthenaHQ (#2) | Enterprise GEO platform | Free tier; from $295/mo | Execution-focused teams who will work an action queue daily — and who can stomach credit-based billing. |
| AirOps (#16) | Content optimization | Free start; Solo, Pro and Enterprise plans (plan prices not shown on page) | Operations-minded content teams ready to build (and babysit) AI workflows — with overage caps switched on from day one. |
Key features
- Prompt tracking: ChatGPT, Perplexity, and Gemini on every plan; Google AI from Pro; DeepSeek, Claude, and coding agents (Claude Code, Codex, OpenCode) from White-glove
- Discovery workflow: finds the questions buyers ask AI, generates AI-optimized content for the gaps, and measures traffic and mentions from AI bots
- AI-optimized articles: 8 a month on Pro, 50 on White-glove; content optimization from Pro
- Agent Experience (Enterprise): maps the tasks agents run for users, surfaces friction such as misconfigured API setup, missing docs, or unclear errors, and tracks fixes
- Agent Experience Benchmark: a coding agent reads a product's docs and runs a real onboarding task in a fresh sandbox, scored by an independent judge
- Radar (Enterprise): groups public videos, threads, and posts about your market into topics scored by closeness to your product, then turns them into tracked prompts
- Google Analytics and PostHog integrations; tpc CLI for agents signing in on a user's behalf
- Enterprise security: SOC 2 Type II, SAML SSO, role-based access control, API access; ISO 27001 in progress
- Fully managed White-glove service with weekly reports and a dedicated success manager
Frequently asked questions
How much does The Prompting Company cost?
Basic is $99/mo (25 prompts, 1,000 credits), Pro is $299/mo (100 prompts, 4,000 credits, 8 AI-optimized articles), White-glove is $3,000/mo as a fully managed service with 50 articles, and Enterprise is custom. Usage runs on credits: one AI response costs one credit per region and one article costs 20. Prices read from promptingcompany.com/pricing on 24 October 2026.
What is agent experience?
The Prompting Company's term for how AI agents find, understand, and use a product. Discovery is whether assistants recommend you. Usability is whether an agent, such as Claude Code or Codex, can actually complete a task with your docs, API, SDK, or CLI. The usability audit is on the Enterprise plan; the company says the best fit is devtools, infrastructure, and software with an MCP server, CLI, API, SDK, or docs-based workflow.
Which AI engines does The Prompting Company track?
Its FAQ lists ChatGPT, Claude, Gemini, and Perplexity for AI search, Codex and Claude Code for coding agents, and Muse, GrokBot, Instinct, and Dots as personal agents. The pricing table gates them by plan: Basic gets ChatGPT, Perplexity, and Gemini, Pro adds Google AI, and DeepSeek, Claude, Claude Code, Codex, and OpenCode start at White-glove ($3,000/mo).
Does The Prompting Company have AI crawler logs?
Its homepage says it measures incoming traffic and mentions from AI bots, and TechCrunch (October 2025) described it routing AI agents to AI-optimized pages it hosts. It does not publish CDN log connectors, log volumes, or a crawl-to-citation view on the pages we read. Traffic integrations listed on the pricing page are Google Analytics and PostHog.
Who is behind The Prompting Company?
Kevin Chandra (CEO), Michelle Marcelline, and Albert Purnama, who previously built Typedream (YC W20, acquired by beehiiv) and Cotter (acquired by Stytch). The company raised a $6.5M seed round led by Peak XV with Y Combinator, Base10, Kearny Jackson, and Standard Capital, announced on 30 October 2025.
The Prompting Company or Promptwatch?
The Prompting Company if you sell developer software and the question is whether coding agents pick and successfully use your product. Promptwatch for AI visibility measurement and optimization on your own site: free Explore tier, 50 prompts across every model on Essential ($95/mo), CDN crawler logs from Professional ($245/mo), page-level and Reddit/YouTube citation analytics, visitor conversions, and Content Agents that publish to Webflow, Framer, or WordPress.
Best The Prompting Company alternatives
See allFull-stack AI visibility platform combining prompt tracking, citation analytics, AI crawler logs, visitor analytics, and automated content generation.
Best for: Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.
- One of the few platforms combining prompt tracking, citation analytics, crawler logs, and visitor analytics in a single stack
- Content Agents can plan, write, and publish content on a schedule, not just flag gaps
Action-oriented GEO platform from ex-Google Search and DeepMind engineers, with automated schema and entity tagging.
Best for: Execution-focused teams who will work an action queue daily — and who can stomach credit-based billing.
- Best-in-class optimization workflow
- Automated schema and entity tagging at scale
16 — Content optimization
AirOps
Workflow engine for AI-era content: build repeatable pipelines that produce citation-worthy pages.
Best for: Operations-minded content teams ready to build (and babysit) AI workflows — with overage caps switched on from day one.
- Turns GEO strategy into repeatable production
- Strong grounding and brand-voice controls
Rex, an autonomous GEO employee that publishes into your CMS — public price is 'Custom,' and the $199 blog posts are gone.
Best for: B2B teams that want an agent writing into Webflow/WordPress/Contentful and will take a sales call for the bill.
- Clear product idea: an agent that publishes, not only a dashboard
- Docs list per-operation credit costs, so usage is at least inspectable after you buy