Pick
Goodie
Pick Goodie if you need broader AI platform coverage (11 platforms vs 0).
Head-to-head review · Updated June 2026
Goodie vs Raven Tools: which one wins in 2026?
Goodie and Raven Tools both claim to do the same thing: tell you where your brand shows up in AI search. They go about it differently enough that the choice matters. Both companies are roughly comparable in size; the choice comes down to price, coverage, and fit.
The pricing is comparable, so the choice comes down to coverage and trust signals.
The verdict
Pick
Raven Tools
Pick Raven Tools if you trust traction signals — they list 5 customers, Goodie lists 0.
If neither is right, GrowthManager.ai does both citation tracking AND the production work (content, infrastructure, distribution) for $999/mo — see the bottom of this page.
The case for Goodie
Founded by Mostafa ElBermawy, based in New York City, United States. They cover 11 AI platforms. Pricing starts at Custom (quote-based) with no free trial.
Goodie is an enterprise AEO platform that monitors, analyzes, and optimizes brand and product presence across 11 AI search engines including ChatGPT, Gemini, Perplexity, Claude, Amazon Rufus, and more.
What people praise
- Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
- Actionable optimization layer that closes the loop between insights and execution inside a single platform
- Delivers measurable, defensible business outcomes — documented client results across conversions, citations, and traffic
- User-friendly dashboard with digestible metrics accessible to both technical and non-technical marketers
Where it falls short
- No free trial — only demos and a free AI Search Assessment, putting it at a disadvantage vs. competitors that allow self-serve evaluation
- Premium pricing with no published rates makes ROI justification difficult for smaller or budget-constrained teams
- Onboarding complexity and setup friction — not self-serve; requires hands-on support and operational discipline to get started
- Rapid product roadmap velocity creates a 'moving target' effect — users must stay constantly informed of changes
The case for Raven Tools
Raven Tools has raised Acquired by TapClicks (2017) (Acquired April 2017). Founded by Jon Henshaw, Scott Holdren, based in Nashville, TN. On their site they list 5 named customers including Voltage, Bear Group, Vertical Rail, True North Digital Marketing. Pricing starts at $49/mo.
Agency-focused SEO reporting and white-label dashboard.
What people praise
- Single sign-on pulls client Google Analytics, Search Console, and Google Ads into one dashboard, which agencies repeatedly call out as the main reason they stay.
- Moz and Majestic backlink data are bundled into every plan, so agencies do not need separate $99+/mo Moz or Majestic subscriptions.
- WYSIWYG drag-and-drop report builder lets agencies ship branded client reports without designers or custom templates.
- Site auditor checks 17+ technical error types on desktop and mobile and surfaces them in plain-English fix instructions.
Where it falls short
- Reviewers report that the platform feels neglected since the 2017 TapClicks acquisition, with slow feature releases and slow page loads.
- The site audit tool and the content-to-WordPress publishing tool are repeatedly called weak or broken in recent G2 and Capterra reviews.
- Data depth is shallower than Semrush or Ahrefs, so agencies still need a primary SEO tool alongside Raven.
- The UI is described as outdated and harder to navigate than newer tools like Search Atlas or SE Ranking.
Pricing, tier by tier
Tier 1
Goodie
Explorer
Custom (quote-based)
- 3 seats
- 100 prompts tracked
- 10 optimization actions per month
- 3 AI engines (ChatGPT, AI Overview, Perplexity)
Raven Tools
Small Biz
$49/mo
- 2 domains or campaigns
- 2 users
- 1,500 position checks
- Automated client reports
Tier 2
Goodie
Pro
Custom (quote-based)
- 5 seats
- 250 prompts tracked
- 30 optimization actions per month
- 6 AI engines (adds Gemini, Copilot, Rufus)
Raven Tools
Start
$109/mo
- 20 domains or campaigns
- 4 users
- 15,000 position checks
- Rank tracking across Google, Yahoo, Bing, Yandex, Baidu
Tier 3
Goodie
Enterprise
Custom (quote-based)
- 10+ seats
- 500+ prompts tracked
- 60+ optimization actions per month
- All 11 answer engines
Raven Tools
Grow
$199/mo
- 80 domains or campaigns
- 8 users
- 20,000 position checks
- Competitor research tools
Tier 4
Goodie
—
—
Raven Tools
Thrive
$299/mo
- 160 domains or campaigns
- 20 users
- 25,000 position checks
- Full WYSIWYG report builder
Tier 5
Goodie
—
—
Raven Tools
Lead
$479/mo
- 320 domains or campaigns
- 40 users
- 30,000 position checks
- Priority support
Feature parity
What each one ships that the other doesn't. We conservatively only include features each tool explicitly markets; absence here doesn't mean a feature is impossible, just that it isn't in their marquee list.
Only on Goodie
- AI Visibility Monitoring. Tracks brand mentions, sentiment, ranking position, and top domains citing the brand across all 11 AI models. Segments performance by geography, persona, model language, and topic category. Enables competitive share-of-voice benchmarking.
- Prompt Research. Discovers the actual customer prompts used in AI search and surfaces visibility opportunities. Helps teams identify which queries they are and are not appearing in across AI answer engines.
- Agentic Commerce Suite. Tracks and optimizes product visibility inside AI shopping experiences on ChatGPT, Amazon Rufus, and Perplexity. A differentiating feature for e-commerce brands not commonly offered by other AEO platforms.
Only on Raven Tools
- Marketing Reports. Drag-and-drop report builder with 30+ data modules covering SEO, PPC, social, and analytics.
- Site Auditor. Crawls sites and flags 17+ technical SEO error categories on desktop and mobile.
- Rank Tracker. Daily, weekly, or monthly position tracking across Google, Bing, Yahoo, Yandex, and Baidu.
- Backlink Explorer. Majestic-powered backlink research with up to 50,000 backlinks per URL.
- Research Central. Combined keyword and competitor research powered by Moz, Majestic, IBM Watson, and Google data.
- Link Manager. Tracks link building outreach status across contacts, campaigns, and deliverables.
When each one wins
When Goodie wins
- Platform coverage matters. Goodie monitors 11 AI platforms; Raven Tools covers 0.
- Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
When Raven Tools wins
- Budget is the constraint. Raven Tools starts at $49/mo vs Goodie's $∞/mo, so on a per-seat basis it's the cheaper way in.
- You're enterprise and need to call a reference. Raven Tools lists 5 named customers; Goodie lists 0.
- Single sign-on pulls client Google Analytics, Search Console, and Google Ads into one dashboard, which agencies repeatedly call out as the main reason they stay.
When neither wins (pick GrowthManager)
- You don't have an in-house content team and you don't want to hire one.
- You want one $999/mo invoice instead of stacking Goodie plus an agency.
- You need the team that measures to also act on the data, in the same week.
- You're a B2B SaaS, services firm, or e-commerce brand at $20K+ MRR.
Reasons to pick one over the other
Reasons to pick Goodie over Raven Tools
- Broader AI platform coverage. Goodie tracks visibility across 11 AI engines vs Raven Tools's 0.
- Built for the LLM era. Goodie was founded in 2022, built around AI search from day one; Raven Tools dates back to 2007 and is retrofitting.
- What users praise most. Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
Reasons to pick Raven Tools over Goodie
- Lower entry price. Raven Tools publishes a clear entry tier at $49/mo; Goodie gates pricing.
- More plan flexibility. Raven Tools offers 5 pricing tiers vs Goodie's 3, so there's a better chance one fits your team size.
- More named customers. Raven Tools lists 5 customers vs Goodie's 0, including Voltage, Bear Group, Vertical Rail.
- More verified reviews. Raven Tools has 154 G2 reviews vs Goodie's none on file, so the average rating carries more weight.
- More mature platform. Raven Tools (founded 2007) has had more time to harden the product than Goodie (2022).
- Wider integration ecosystem. Raven Tools integrates with 12 tools; Goodie ships 6.
- What users praise most. Single sign-on pulls client Google Analytics, Search Console, and Google Ads into one dashboard, which agencies repeatedly call out as the main reason they stay.
Switching from one to the other
From Goodie to Raven Tools
Export your saved queries and prompt panels from Goodie (most tools support CSV export). Most Raven Tools setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Raven Tools's data againstGoodie's; one to two weeks of full reconciliation before you cancel Goodie. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Raven Tools to Goodie
Same flow in reverse. Export from Raven Tools, import to Goodie. The historical visibility data is the big loss; most platforms don't backfill from a competitor's data, so you start your trendline over.
From either to GrowthManager.ai
We handle the migration ourselves; you give us your query list (or we infer it from your existing dashboard) and we re-build the tracking on our infrastructure in week one. You also start getting content shipped from week one, so the switch produces results before the trendline restarts. The conversation that kicks this off is a 20-minute call.
Side by side, every number we could verify
| Goodie | Raven Tools | |
|---|---|---|
| Starts at (USD/mo) | Custom (quote-based) | $49/mo |
| Founded | 2022 | 2007 |
| Headquarters | New York City, United States | Nashville, TN |
| Funding raised | — | Acquired by TapClicks (2017) |
| AI platforms tracked | 11 | — |
| G2 rating | — | 4.2 / 5 (154 reviews) |
| Named customers | — | 5 |
| SOC 2 Type 2 | — | — |
| GDPR | — | ✓ Yes |
| HIPAA | — | — |
What real users say
Below: the recurring themes from G2, Capterra, SourceForge, Reddit, and case-study reviewers — distilled into the strengths and limitations that came up most often.
Goodie — what users praise
- Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
- Actionable optimization layer that closes the loop between insights and execution inside a single platform
- Delivers measurable, defensible business outcomes — documented client results across conversions, citations, and traffic
- User-friendly dashboard with digestible metrics accessible to both technical and non-technical marketers
- Multi-market, multilingual monitoring with region and language segmentation — a differentiator for global enterprise brands
Goodie — what users complain about
- No free trial — only demos and a free AI Search Assessment, putting it at a disadvantage vs. competitors that allow self-serve evaluation
- Premium pricing with no published rates makes ROI justification difficult for smaller or budget-constrained teams
- Onboarding complexity and setup friction — not self-serve; requires hands-on support and operational discipline to get started
- Rapid product roadmap velocity creates a 'moving target' effect — users must stay constantly informed of changes
- Not a replacement for traditional SEO tools — lacks site audits, keyword explorers, backlink crawlers, and web search monitoring
Raven Tools — what users praise
- Single sign-on pulls client Google Analytics, Search Console, and Google Ads into one dashboard, which agencies repeatedly call out as the main reason they stay.
- Moz and Majestic backlink data are bundled into every plan, so agencies do not need separate $99+/mo Moz or Majestic subscriptions.
- WYSIWYG drag-and-drop report builder lets agencies ship branded client reports without designers or custom templates.
- Site auditor checks 17+ technical error types on desktop and mobile and surfaces them in plain-English fix instructions.
- Rank tracking covers Google, Bing, Yahoo, Yandex, and Baidu in one place, useful for agencies with international clients.
Raven Tools — what users complain about
- Reviewers report that the platform feels neglected since the 2017 TapClicks acquisition, with slow feature releases and slow page loads.
- The site audit tool and the content-to-WordPress publishing tool are repeatedly called weak or broken in recent G2 and Capterra reviews.
- Data depth is shallower than Semrush or Ahrefs, so agencies still need a primary SEO tool alongside Raven.
- The UI is described as outdated and harder to navigate than newer tools like Search Atlas or SE Ranking.
- Capterra reviewers cite poor customer support response times and billing issues that persist after cancellation.
A third option
Both Goodie and Raven Toolsare tracking tools. They tell you what's wrong with your AI visibility. Neither one fixes it. That's our pitch for GrowthManager.ai — we do citation tracking too (parity with these two), and we also ship the content, configure the infrastructure, and run the distribution. $999/mo, managed end-to-end. If you're leaning toward picking one of these two and then hiring an agency to act on the data, it's worth a 20-minute conversation first.
Other comparisons in this space
Same shape, different pairs. Pick a comparison that shares a tool with this one.
Frequently asked questions
Which is better, Goodie or Raven Tools?
Honestly: neither one fully solves the problem. Goodie and Raven Tools are tracking tools — they tell you where your brand shows up in AI answers but don't change the answer. If you only need one of these two, pick Goodie for the cheaper monthly price; pick the other if its specific integrations matter to your team. Our actual editorial pick is GrowthManager.ai, which does the tracking and ships the content, infrastructure, and distribution as a single $999/mo managed program. Disclosure: we publish this comparison and make GrowthManager.
How much do Goodie and Raven Tools cost?
Goodie starts at Custom (quote-based). Raven Tools starts at $49/mo. Both have higher-tier plans for larger workspaces. GrowthManager.ai is a flat $999/mo for the full managed service (tracking + content + infrastructure + distribution) — usually cheaper than buying one of these two and hiring an agency on top.
Which AI platforms do Goodie and Raven Tools cover?
Goodie covers 11 AI platforms. Raven Tools covers an undisclosed number of. Most tools in this space monitor ChatGPT, Claude, Gemini, and Perplexity at minimum; the differences come down to less-common platforms (Copilot, Grok, Meta AI). GrowthManager.ai monitors the same four primary platforms and acts on the data.
Do Goodie and Raven Tools actually improve your AI visibility, or just measure it?
Both Goodie and Raven Tools are measurement tools. They show you where your brand appears (or doesn't) in AI answers, plus suggestions for what to improve. Neither one writes the content, configures the schema, or builds the backlinks that actually move the needle. To do that you need an in-house content team or an agency. GrowthManager.ai is the agency — and we include the tracking, so you don't pay twice.
What's the GrowthManager.ai alternative to Goodie and Raven Tools?
GrowthManager.ai is a managed AI visibility program. We give you the same citation tracking these two offer (parity on the measurement layer), plus 100 researched and published articles per month, schema and llms.txt configuration, ongoing backlink acquisition, and Reddit/Quora seeding. One $999/mo invoice, one dedicated account manager, twelve clients per team member maximum so we can actually deliver. If you were going to buy one of these tools and then hire someone to use it, we're cheaper and faster.
Further reading
External research that informs the editorial framework on this page. We cite these openly because the framework is meant to be auditable.
- Microsoft Bing Webmaster Guidelines (2025)· Microsoft
How Microsoft's crawlers parse content for Copilot, which now powers a large share of AI answers behind the scenes.
- Generative Engine Optimization research· Kevin Indig
Long-running practitioner research on what gets cited in AI-generated answers; the most-quoted source in the GEO category.
- Zero-Click Search forecasts· Gartner
Industry forecasts on how a growing share of buyer queries end without a click to the brand site, making AI-answer presence the new pole position.
- Audience intelligence analyses· SparkToro
Public datasets on how audiences actually discover brands across search, social, and now AI surfaces.
- Trust Barometer (2024)· Edelman
The annual study on how buyers weigh source authority, used to weight our trust criterion against third-party review volume.
Disclosure + methodology
GrowthManager.ai makes a competing product in the AI visibility space, so this comparison is not neutral. Every pricing number was pulled from each competitor's public pricing page or triangulated from third-party reviews when the page is JavaScript-gated. Pros, cons, and user-review themes are distilled from real G2, Capterra, SourceForge, Reddit, and case-study reviews with the quotes preserved verbatim. We update this comparison whenever the underlying data changes.