Pick
Goodie
Pick Goodie if you need broader AI platform coverage (11 platforms vs 0).
Head-to-head review · Updated June 2026
Goodie vs Seobility: which one wins in 2026?
Goodie and Seobility 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
Seobility
Seobility is the right pick if your team prefers their approach and pricing fits.
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 Seobility
Seobility has raised Bootstrapped. Pricing starts at $0/mo.
All-in-one SEO software for site audits, rank tracking, and backlink analysis.
What people praise
- Free Basic tier is unusually capable, with reviewers saying it beats paid tiers of some competitors for solo site owners.
- TF*IDF content optimization is repeatedly highlighted as the single most useful on-page tool at the price.
- German-built with strong GDPR compliance and EU data residency, attractive to European customers.
- Premium plan at ~$54/mo is dramatically cheaper than Semrush or Ahrefs for similar core SEO workflows.
Where it falls short
- Keyword database is smaller and US-coverage weaker than Semrush, especially for niche queries.
- Backlink index is shallower and refresh cadence slower than Ahrefs or Majestic.
- Integration surface is limited: no Looker Studio connector, no Slack notifications, no Zapier triggers.
- Limited competitor analysis depth makes it weaker for serious agencies tracking many client niches.
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)
Seobility
Basic
$0
- 1 website project
- 1,000 pages per crawl
- 10 ranking keywords
- 5 tool requests per day
Tier 2
Goodie
Pro
Custom (quote-based)
- 5 seats
- 250 prompts tracked
- 30 optimization actions per month
- 6 AI engines (adds Gemini, Copilot, Rufus)
Seobility
Premium
$54/mo
- 3 website projects
- 25,000 pages per crawl
- 300 ranking keywords
- 50 tool requests per day
Tier 3
Goodie
Enterprise
Custom (quote-based)
- 10+ seats
- 500+ prompts tracked
- 60+ optimization actions per month
- All 11 answer engines
Seobility
Agency
$195/mo
- 15 website projects
- 100,000 pages per crawl
- 1,500 ranking keywords
- 200 tool requests per day
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 Seobility
- On-Page SEO Audit. Crawls site pages and surfaces prioritized on-page issues with explanations and fix suggestions.
- TF*IDF Tool. Compares the term frequency of your content against top-ranking pages to recommend missing topics.
- Keyword Research. Suggestions, related keywords, and ranking checker across major search engines.
- Backlink Analysis. Tracks gained and lost backlinks with referring-domain and anchor-text breakdowns.
- Rank Tracking. Daily updates for tracked keywords with historic graphs and competitor comparison.
- White-Label PDF Reports. Agency-friendly client reports with custom branding and scheduling.
When each one wins
When Goodie wins
- Platform coverage matters. Goodie monitors 11 AI platforms; Seobility covers 0.
- Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
When Seobility wins
- Budget is the constraint. Seobility starts at $0/mo vs Goodie's $∞/mo, so on a per-seat basis it's the cheaper way in.
- Free Basic tier is unusually capable, with reviewers saying it beats paid tiers of some competitors for solo site owners.
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 Seobility
- Broader AI platform coverage. Goodie tracks visibility across 11 AI engines vs Seobility's 0.
- Built for the LLM era. Goodie was founded in 2022, built around AI search from day one; Seobility dates back to 2014 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 Seobility over Goodie
- Lower entry price. Seobility publishes a clear entry tier at $0/mo; Goodie gates pricing.
- More verified reviews. Seobility has 401 G2 reviews vs Goodie's none on file, so the average rating carries more weight.
- More mature platform. Seobility (founded 2014) has had more time to harden the product than Goodie (2022).
- What users praise most. Free Basic tier is unusually capable, with reviewers saying it beats paid tiers of some competitors for solo site owners.
- EU data residency. Seobility is HQ'd in Erlangen, Germany, which simplifies GDPR data-processor agreements for European buyers.
Switching from one to the other
From Goodie to Seobility
Export your saved queries and prompt panels from Goodie (most tools support CSV export). Most Seobility setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Seobility'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 Seobility to Goodie
Same flow in reverse. Export from Seobility, 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 | Seobility | |
|---|---|---|
| Starts at (USD/mo) | Custom (quote-based) | $0/mo |
| Founded | 2022 | 2014 |
| Headquarters | New York City, United States | Erlangen, Germany |
| Funding raised | — | Bootstrapped |
| AI platforms tracked | 11 | — |
| G2 rating | — | 4.6 / 5 (401 reviews) |
| Named customers | — | — |
| 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
Seobility — what users praise
- Free Basic tier is unusually capable, with reviewers saying it beats paid tiers of some competitors for solo site owners.
- TF*IDF content optimization is repeatedly highlighted as the single most useful on-page tool at the price.
- German-built with strong GDPR compliance and EU data residency, attractive to European customers.
- Premium plan at ~$54/mo is dramatically cheaper than Semrush or Ahrefs for similar core SEO workflows.
- On-page audit gives granular, actionable recommendations rather than vague scores per G2 reviewers.
Seobility — what users complain about
- Keyword database is smaller and US-coverage weaker than Semrush, especially for niche queries.
- Backlink index is shallower and refresh cadence slower than Ahrefs or Majestic.
- Integration surface is limited: no Looker Studio connector, no Slack notifications, no Zapier triggers.
- Limited competitor analysis depth makes it weaker for serious agencies tracking many client niches.
- Tool requests are capped daily even on paid plans, which power users find restrictive.
A third option
Both Goodie and Seobilityare 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 Seobility?
Honestly: neither one fully solves the problem. Goodie and Seobility 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 Seobility cost?
Goodie starts at Custom (quote-based). Seobility starts at $0/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 Seobility cover?
Goodie covers 11 AI platforms. Seobility 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 Seobility actually improve your AI visibility, or just measure it?
Both Goodie and Seobility 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 Seobility?
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.