Key takeaways
- Goodie AI (Core, $399/mo) leads on e-commerce agentic shopping data, tracking Amazon Rufus and Walmart Sparky at SKU level, something neither Promptwatch nor Profound currently offers.
- Promptwatch ($95/mo Essential) covers the most AI platforms from the entry tier, all 8+ engines, and pairs that with crawler logs, Reddit and YouTube citation tracking, and CMS publishing, capabilities most "closing the loop" claims from competitors don't actually back up with product.
- Profound just raised $180M at a $1.8B valuation and repositioned around "AI Marketer," an agent system, but its public self-serve pricing tiers appear to have vanished in favor of a free trial and custom Enterprise deal, so budget-conscious teams may hit a wall fast.
- All three market themselves as closing the "monitoring to action" gap, but the depth of that action layer, content generation, CMS publishing, crawler-level diagnostics, varies a lot once you look past the marketing page.
- For most mid-market teams that need broad AI coverage plus a real content execution engine without enterprise procurement, Promptwatch offers the best cost-per-capability ratio right now.
Every AI visibility vendor in 2026 says the same thing: we don't just monitor, we close the loop. Profound's homepage literally says its AI Marketer "closes the loop between action and result." Goodie AI's pricing page repeats "the full research-to-revenue loop" on every tier. It's become the tagline of the category. But when you actually dig into what each product ships, versus what it promises, the gap between the three platforms is real and worth understanding before you sign a contract.
I spent time pulling apart the current pricing pages, feature sets, and positioning of Goodie AI, Promptwatch, and Profound. Here's what actually separates them.
Why this comparison matters right now
AI answer engines have a hard limit on how many sources they cite per response. Promptwatch's own citation data shows ChatGPT cites roughly 5 sources per web-search-triggered response, while Google AI Overviews and Perplexity cite closer to 10 each, and that gap has stayed pretty stable (Promptwatch's average sources per response data). That means the competition for each ChatGPT citation slot is roughly twice as fierce as it is on Google's AI surfaces. If your visibility tool only tells you that you're missing from a response, without helping you produce content that can actually take one of those five slots, you're stuck watching a scoreboard you can't influence.
That's the real test for "closing the loop": not whether a platform has an AI Marketer buzzword, but whether it can move you from a visibility gap to a published, optimized page that gets cited.
Goodie AI: the enterprise e-commerce specialist
Goodie AI restructured its pricing during 2026, and the current site (as of a November scrape) shows three tiers: Core at $399/mo, Pro at $999/mo, and a custom Enterprise plan. That's a meaningful jump from the roughly $399/mo, 3-engine "Explorer" tier that a lot of older comparison posts still reference, so if you've read an older Goodie AI roundup, the numbers you saw are probably stale.
Core now covers 5 models (ChatGPT, Perplexity, AI Mode, Microsoft Copilot, and one more OpenAI variant) with 120 prompts, MCP access, and 50 optimizations per month. Pro jumps to 8 models including Gemini, Amazon Alexa, and Walmart Sparky, with SKU-level agentic commerce visibility. Enterprise adds Claude, Meta AI, DeepSeek, and Grok, topping out at 13 tracked surfaces.
The standout feature is genuinely unusual: SKU-level tracking inside Amazon Rufus and Walmart Sparky. Amazon says Rufus drove roughly $12B in incremental annualized sales in Q4 2025 alone, with 300M+ users. Walmart Sparky users show about 35% higher average order value than non-users. If you sell physical products through Amazon or Walmart, that's not a nice-to-have, it's the biggest open question in your GEO strategy that most tools can't even see.
The catch is price and procurement. $399/mo gets you a narrower engine set than either competitor at that price point, and third-party reviews note thin data history and gated exports on lower tiers. Goodie is a strong pick if you're an enterprise e-commerce brand that needs Rufus/Sparky visibility specifically. It's a poor fit for a startup or mid-market team optimizing general brand visibility, the price and the sales-led onboarding don't match that use case.
Profound: the newly-funded agent platform with a pricing mystery
Profound just closed a $180M Series D at a $1.8B valuation, co-led by Sequoia Capital and Kleiner Perkins, seven months after its $96M Series C. Profound says it's used by 16% of the Fortune 500, including Comcast and Walmart. That's a serious growth trajectory, and the product has repositioned from a pure tracking tool into what Profound calls an "AI Marketer," a credit-based agent system meant to research, write, and report on its own.
Profound has also shipped a genuinely deep feature list this year: Profound Sheets (spreadsheet-style batch agent runs), a Google Search Console node for its Agents, an Agent Template Marketplace, Prompt Research Reports built on 1.5B+ real user prompts, and an official Anthropic connector inside Claude. On raw feature surface area, it's hard to argue Profound isn't ambitious.
Here's the odd part. Profound's live pricing page currently shows only two tiers: a free Trial (10 prompts, one-time, ChatGPT only, no history or exports) and a custom Enterprise plan. The widely-cited $99/mo Starter and $399/mo Growth tiers that G2, Trakkr, and several other review sites still describe as current in September 2026 write-ups don't appear on Profound's own pricing page anymore. That's either a very recent removal of self-serve options in favor of a sales-led motion, or a pricing-toggle quirk, but either way, if you're a smaller team hoping to start on a $99 or $399 plan, verify that tier still exists before you plan a budget around it.
What that means practically: Profound is a strong option if you have enterprise budget and want a custom-scoped agent deployment with a dedicated account team. It's a frustrating option if you're trying to self-serve your way into a mid-tier plan, because that door appears to be closing.
Promptwatch: broad coverage, execution built in from the entry tier
Promptwatch takes a different approach: instead of gating model coverage behind higher tiers or enterprise sales calls, every plan starting at $95/mo (Essential) tracks all major AI platforms, ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Meta Llama, Google AI Overviews, Google AI Mode, and Microsoft Copilot. Profound's entry Trial covers ChatGPT only; Profound's old $399/mo Growth tier (if it's still available) covers 3 engines. Goodie's $399/mo Core covers 5. Promptwatch's $95/mo covers all of them.
That matters because of the citation-slot math above. If a brand shows up on ChatGPT but is invisible on Perplexity, that's actionable information only if you're actually tracking Perplexity in the first place. A lot of tools in this category make you pay up to find that out.
Where Promptwatch differs from both Goodie AI and Profound structurally is the depth of its action layer at accessible price points. Professional ($245/mo) includes Agent Analytics (real AI crawler log data showing exactly when ChatGPTBot, ClaudeBot, PerplexityBot, and 400+ other crawlers visit your pages, what they read, and where they hit errors), 5 AEO Articles per month generated and ready to publish, content gap analysis, and country-level tracking. Business ($579/mo) adds Shopping Insights and Ads Radar, which tracks paid placements inside ChatGPT Search, something Goodie and Profound don't offer at comparable price points.
Promptwatch's own citation research is a good example of the kind of diagnostic depth that separates "monitoring" from "optimization." Its data on average sources per response shows Microsoft Copilot is by far the most volatile engine, swinging from under 2 sources to nearly 17 per response before settling low, information that's genuinely useful if you're trying to decide where to spend content effort.
Promptwatch is rated 4.5-4.7/5 on G2 across its reviews and is used by 1,840+ brands and agencies including Duolingo, Yelp, Shutterstock, and ABN AMRO. Unlike Profound's newly ambiguous self-serve tiers, or Goodie's enterprise-leaning pricing, Promptwatch's full pricing is published and starts with a 7-day free trial, no sales call required to get started.
Side-by-side comparison
| Platform | Entry price | Engines at entry | Content generation at entry | Crawler log data | E-commerce agentic shopping | Self-serve pricing published |
|---|---|---|---|---|---|---|
| Promptwatch | $95/mo | All major LLMs (8+) | No (starts at Professional, $245/mo) | Yes, from Professional | Shopping Insights + Ads Radar at Business ($579/mo) | Yes, all tiers published |
| Goodie AI | $399/mo (Core) | 5 models | Yes, 50 optimizations/mo | Not confirmed at Core | Yes, Rufus/Sparky at Pro+ ($999/mo) | Yes, but recently restructured |
| Profound | Free (Trial) / custom Enterprise | ChatGPT only on Trial | Via AI Marketer agent credits (Enterprise) | Agent Analytics at Enterprise | ChatGPT Shopping only, at Enterprise | No, self-serve tiers appear removed |
Which one should you actually pick?
If you're an enterprise e-commerce brand that lives and dies by Amazon and Walmart search, and you have budget for a $999/mo-plus contract, Goodie AI's Rufus and Sparky tracking is the one feature here nobody else has. Pay for that specifically, don't pay for it as a general AI visibility platform, because its broader model coverage lags at the entry tier.
If you already have enterprise procurement in place and want an agent system that runs research and reporting workflows at scale, backed by a company that just raised $180M and works with 16% of the Fortune 500, Profound is worth a demo. Just go in expecting a sales conversation, not a self-serve signup, since that path seems to be closing.
For everyone else, teams that need to know where they stand across every major AI engine today, and then actually want help fixing the gaps without hiring an agency or a dev team to build a publishing pipeline, Promptwatch's combination of full-model coverage from $95/mo, crawler-level diagnostics, and CMS-connected content generation is the more practical starting point. It's also the option where the published pricing actually matches what you get when you sign up, which shouldn't be a differentiator in 2026, but right now, it is.
If you want to see how these three stack up against the other 20+ tools in this space, the GEO software directory at bestgeosoftware.com is a good place to keep comparing, and 1001 SEO Media can help you figure out which platform actually fits your content and SEO workflow if you'd rather talk it through than read another comparison post.