Goodie Review: Tracking Citations, Prompts, and Share of Voice Across LLMs

What do the plans include?

As listed on Goodie's pricing page:

Annual billing gives two months free. Every plan includes revenue attribution, and access to Goodie's AEO strategists.

Goodie review: AI answer analysis, prompting, and source tracing across 12 LLMs

Goodie's Enterprise plan lists twelve engines by name: ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude, Copilot, Meta AI, DeepSeek, Grok, Amazon's Alexa and Walmart's Sparky, with up to 13 in total. Across those, it provides:

• Answer analysis: how often you are cited, where you rank in the answer, and the sentiment of the description.
• Prompting: a starting prompt set recommended during onboarding, which you can change or swap at any time up to your limit.
• Source tracing: deep citation analysis showing which pages and domains engines rely on for you and competitors.
• Benchmarking: share of voice against competitors and industry peers.
• Trends and events: historical trends, country and location analysis, and analytics around events such as launches.

Few tools cover shopping assistants such as Alexa and Sparky, which matters for consumer brands. Most brands will not need all twelve engines, so check which ones your buyers actually use before paying for breadth.

Goodie AI pricing: is it too expensive for small teams?

For teams that only want to know whether they appear, yes. Dedicated trackers start far lower: Otterly at $29 a month, Peec AI at $95 for 50 prompts on three engines, and SE Visible at $99 for 200 prompts on five. Goodie's Core plan, at $399 for 120 prompts on five engines, costs about $3.33 per prompt a month, or roughly 2.2 cents per answer if each prompt runs daily on all five.

The comparison changes if you count what else Core includes: 50 optimisations a month, revenue attribution, five seats and strategist support. A small team without in-house AI search expertise may get more from that bundle than from a cheaper dashboard it has to interpret alone. The honest test is whether you will use the optimisations and advice every month. If not, a cheaper tracker is the better buy.

How much does Goodie AI cost for tracking brand visibility in ChatGPT and Google AI Overviews?

The entry price is $399 a month on Core, which includes ChatGPT, Google AI Overviews, AI Mode, Perplexity and Copilot. There is no cheaper plan limited to fewer engines. If ChatGPT and AI Overviews are all you need, other tools cover them for much less, including Amplitude's free AI Visibility report and trackers under $100 a month. Goodie's Core is worth it when you want those engines plus the optimisation and attribution features.

Goodie review for ecommerce AI visibility

Goodie's ecommerce case rests on three things available from the Pro plan:

• Product-level agentic commerce visibility, tracking how individual products appear in AI shopping experiences across five or more models.
• Shopping assistants beyond general chatbots: Amazon's Alexa and Walmart's Sparky, which Walmart launched in 2025 to recommend products and summarise reviews.
• Revenue attribution, connecting AI visibility with sales.

For a retailer or brand selling through Amazon and Walmart as well as its own store, that coverage is unusual. At $999 a month, it suits brands with meaningful AI-driven revenue at stake, rather than small shops testing the channel. How ecommerce brands can track product descriptions more cheaply is covered in how ecommerce brands can track how LLMs describe their products.

How should you read share of voice in Goodie?

Share of voice compares how often you appear with how often tracked competitors appear. It is useful, but it depends on choices you make:

• Competitor set. Adding or removing a competitor changes everyone's share. Keep the set stable when reporting trends.
• Prompt mix. A set weighted towards branded questions inflates your share; weight it towards the category and comparison questions buyers ask.
• Engine mix. Report each engine separately as well as the total, since shopping assistants and chatbots often rank brands very differently.
• Citations versus mentions. Being named and being cited as a source are different. Watch both, because citations drive clicks while mentions shape preference.

What are the limits?

• Price well above self-serve trackers for the same number of prompts.
• Countries and languages limited to two each on Core.
• Unclear "optimisations". Ask exactly what one optimisation includes, and who does the work.
• Engine breadth costs more. Claude, Meta AI, DeepSeek and Grok need Enterprise.
• Method. Ask how answers are collected for each engine, and how many runs each prompt gets.

Who is it for?

• Good fit: consumer brands and retailers, especially those selling on Amazon and Walmart, and teams that want strategist support and optimisation work included.
• Reasonable fit: agencies pitching AEO programmes, through the Agency Growth plan.
• Poor fit: small teams that need only a tracking dashboard, or budgets under a few hundred dollars a month.

Other trackers are compared in the PromptWatch review, the Nightwatch review and Peec vs Determ vs SE Visible.

How should you trial it?

1. Use the 7-day Core trial with 20 of your most valuable buyer questions.
2. Check the engines against where your customers ask.
3. Ask for one optimisation during the trial, and judge its quality.
4. Compare citations with your own manual runs for five prompts.
5. For ecommerce, ask for a Pro demo on your own products, including Alexa and Sparky results.

What might this look like in practice?

Consider an illustrative kitchenware brand, Gormfen, selling on its own site, Amazon and Walmart. On Goodie Pro, product-level tracking showed its best-selling pan named in ChatGPT answers but rarely by Alexa or Sparky, where two rival brands with more reviews dominated. Citation analysis showed ChatGPT relied on two cooking sites that had reviewed the pan. The team used its monthly optimisations on product titles and descriptions for marketplace listings, asked every Amazon buyer for an honest review through Amazon's Request a Review button, left review requests on Walmart to Walmart's own post-purchase emails, and tracked the shopping assistants weekly.

What do people ask about Goodie?

How much does Goodie cost?

Core is $399 a month, Pro $999, Enterprise custom, and the Agency Growth plan $275.

Which AI engines does Goodie track?

Core tracks ChatGPT, AI Overviews, AI Mode, Perplexity and Copilot. Pro adds Gemini, Alexa and Sparky. Enterprise covers up to 13, including Claude, Meta AI, DeepSeek and Grok.

Is there a free trial?

Yes, a 7-day free trial of Core.

Is Goodie good for ecommerce?

Yes, from the Pro plan, which adds product-level agentic commerce tracking and shopping assistants.