Side-by-side matrix
| What you get | CitunaThat’s us | Goodie AI | LLMrefs |
|---|---|---|---|
| Entry price / month | $39 | $399 | $79 |
| Pricing model | Flat tiers | Flat tiers | Flat monthly |
| AI engines at entry | 6 | 3 | 11 |
| Claude tracked | Enterprise | ||
| Grok tracked | Enterprise | ||
| Microsoft Copilot | Pro tier+ | ||
| Google AI Overviews | Not published | ||
| Refresh cadence | Daily | Not published | Weekly |
| Search Console integration | |||
| MCP access at entry | |||
| Generated fixes | 10 / mo | Free tools | |
| Free trial | 3 days (card) | 30-day refund | 3 days + free tier |
Compiled from each vendor’s public pricing page: Goodie AI figures from higoodie.com/pricing, checked July 16, 2026; LLMrefs figures from llmrefs.com/pricing, checked July 16, 2026. Goodie AI: Explorer covers three engines with 100 prompts. “Not published” marks a row the vendor does not state publicly; it is not a “no”. Cituna checks all six engines daily and does not track Microsoft Copilot. MCP read tools are included from $39, write tools from Pro ($119); MCP is not exclusive to us. Prices change often: verify before buying. Spot an error? Tell us and we will correct it.
Reading the difference
On cost per engine at entry, the crudest useful way to normalise these two, Goodie AI works out at about $133.00 per engine per month ($399 across 3) and LLMrefs at about $7.18 ($79 across 11). LLMrefs is the better ratio, by roughly $125.82 per engine. Treat that as a sanity check rather than a verdict: an engine you do not care about is not worth anything, and Goodie AI’s number improves immediately if its engine mix happens to be the one you need.
On every capability both vendors publish, Goodie AI and LLMrefs match. That is a genuinely unusual result in this category and it changes the decision: with no feature to separate them, the choice comes down to price, refresh cadence, and whether the output is a dashboard or a change you can ship.
Worth knowing before you shortlist either: neither Goodie AI nor LLMrefs offers Search Console integration and an MCP server. If any of those is a requirement, this comparison is the wrong shortlist and you should widen it rather than pick the better of two tools that both miss what you need.
The tier ladders are worth reading side by side, because the entry price means something different on each. Goodie AI: Explorer $399 (3 engines) · Pro adds Copilot · Enterprise adds Claude, Grok, AI Mode, Meta, DeepSeek. LLMrefs: Free single-keyword tier · paid from $79. That is where most of the apparent price gap between these two either disappears or widens sharply, depending on which engines you actually need.
They also genuinely overlap on Claude, Grok, Microsoft Copilot and generated fixes, so those rows should not carry weight in the decision even though both vendors market them.
One practical difference that does not appear in any feature list: Goodie AI bills as flat tiers and LLMrefs as flat monthly. A credit-metered plan and a flat plan are hard to compare over a year because only one of them has a predictable ceiling, so run your expected prompt volume through both before treating the entry prices as comparable at all.
Which to choose
Choose Goodie AI if…
Goodie AI is a content-heavy platform sold at the top of the self-serve range. Against LLMrefs specifically, you are paying $320 a month more than LLMrefs for it, it covers fewer engines at entry (3 against 11) and and it bills as flat tiers where LLMrefs bills as flat monthly.
- a 30-day refund window, which is a longer safety net than any trial in this category
- ten generated fixes a month bundled into the plan rather than sold as credits
- a broad enterprise engine list including AI Mode, Meta and DeepSeek that few competitors publish at all
What you give up:
- a $399 entry that covers only three engines: the highest price-per-engine at entry of any tool here
- Claude and Grok are Enterprise-only, and Copilot starts on the Pro tier
- no Search Console integration and no MCP server
Choose LLMrefs if…
LLMrefs is the longest engine list in the category, refreshed weekly. Against Goodie AI specifically, it is the cheaper entry by $320 a month, it covers more engines at entry (11 against 3) and and it bills as flat monthly where Goodie AI bills as flat tiers.
- eleven engines, the longest published list of any tool here, including Claude, Grok and Copilot
- a genuinely free single-keyword tier that keeps working rather than expiring
- a set of free standalone tools alongside the tracker
What you give up:
- a weekly refresh rather than daily, so a change made on Monday may not be visible until the following week
- no Search Console integration and no MCP server
- the free tier is limited to one keyword, which is a snapshot rather than a monitor
Drafted with AI assistance from our own research and Search Console data, and reviewed by Rahul A before publishing. Rules and prices change; check the linked official source before you act.