★ Our pick
Pick
Conductor
Pick Conductor if you trust traction signals — they list 10 customers, Goodie lists 0; and you want the better-funded company ($60M+ raised before WeWork acquisition; spun back out 2019).
Head-to-head review · Updated June 2026
Conductor vs Goodie: which one wins in 2026?
Conductor and Goodie 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. Conductor is the more-funded incumbent; Goodie is the leaner challenger.
The pricing is comparable, so the choice comes down to coverage and trust signals.
The verdict
Pick
Goodie
Pick Goodie if you need broader AI platform coverage (11 platforms vs 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 Conductor
Conductor has raised $60M+ raised before WeWork acquisition; spun back out 2019 (Acquired by WeWork (Mar 2018), spun off as independent employee-owned company (Dec 2019)). Founded by Seth Besmertnik, Jeremy Duboys, based in New York, NY. On their site they list 10 named customers including Verizon, Microsoft, Kroger, FedEx. Pricing starts at $150/mo.
Enterprise organic marketing platform with AI search visibility for content teams.
What people praise
- Conductor was named a Leader in the 2025 Forrester Wave with the highest possible scores in AI-integrated SEO.
- AEO tracking across ChatGPT, Gemini, Copilot, and Claude is built in rather than bolted on, giving enterprise teams one view of AI and traditional search.
- Customer roster includes Verizon, Kroger, Microsoft, FedEx, American Express, Adidas, Ernst & Young, and PayPal.
- Reviewers consistently praise the intuitive interface and responsive support, despite the platform's depth.
Where it falls short
- Pricing starts around $27K/yr and routinely runs into six figures, putting Conductor out of reach for SMBs.
- Sales team is described as aggressive; reviewers report being chased after explicit opt-outs.
- Steep learning curve means without a dedicated in-house SEO lead, lighter modules get used and the rest sit untouched.
- Report customization is limited; teams hit walls when they need bespoke views and have to call support.
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
Pricing, tier by tier
Tier 1
Conductor
Mid-Market
Custom (~$2,200-$5,800/mo)
- 2-5 domains tracked
- Moderate keyword tracking volume
- Conductor Intelligence platform
- Standard support
Goodie
Explorer
Custom (quote-based)
- 3 seats
- 100 prompts tracked
- 10 optimization actions per month
- 3 AI engines (ChatGPT, AI Overview, Perplexity)
Tier 2
Conductor
Enterprise
Custom ($8,000-$12,500+/mo)
- Multiple domains and complex sites
- AEO tracking across ChatGPT, Gemini, Copilot, Claude
- Conductor Creator AI content tools
- Conductor Monitoring 24/7 site health
Goodie
Pro
Custom (quote-based)
- 5 seats
- 250 prompts tracked
- 30 optimization actions per month
- 6 AI engines (adds Gemini, Copilot, Rufus)
Tier 3
Conductor
Enterprise + AgentStack
Custom ($150K+/yr)
- All Enterprise features
- Agentic AEO workflows
- LLM application building blocks
- Custom modules and SSO
Goodie
Enterprise
Custom (quote-based)
- 10+ seats
- 500+ prompts tracked
- 60+ optimization actions per month
- All 11 answer engines
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 Conductor
- Conductor Intelligence. Tracks brand visibility across AI search platforms (ChatGPT, Gemini, Copilot, Claude) and traditional search.
- Conductor Creator. AI-powered content generation and optimization with keyword and topic recommendations.
- Conductor Monitoring. 24/7 technical site health monitoring covering AI bot crawl coverage and indexing.
- Conductor AgentStack. Agentic AEO workflows and building blocks for LLM applications tied to the brand's content.
- Keyword and Topic Research. Discover keyword and topic opportunities with intent classification and SERP analysis.
- Content Recommendations. Page-level content briefs with on-page guidance and recommended terms.
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.
When each one wins
When Conductor wins
- Budget is the constraint. Conductor starts at $150/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. Conductor lists 10 named customers; Goodie lists 0.
- You want the better-funded incumbent. Conductor has raised $60M+ raised before WeWork acquisition; spun back out 2019, giving it more runway and shipping velocity.
When Goodie wins
- Platform coverage matters. Goodie monitors 11 AI platforms; Conductor covers 0.
- Broadest AI engine coverage in the category (11 platforms including niche engines like Amazon Rufus, DeepSeek, Grok, and Meta AI)
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 Conductor 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 Conductor over Goodie
- Lower entry price. Conductor publishes a clear entry tier at $150/mo; Goodie gates pricing.
- Better-funded incumbent. Conductor has raised $60M+ raised before WeWork acquisition; spun back out 2019, giving it more runway and shipping velocity than Goodie.
- More named customers. Conductor lists 10 customers vs Goodie's 0, including Verizon, Microsoft, Kroger.
- More verified reviews. Conductor has 635 G2 reviews vs Goodie's none on file, so the average rating carries more weight.
- Faster product velocity. Conductor has shipped 5 public launches in the last year vs Goodie's 1.
- More mature platform. Conductor (founded 2010) has had more time to harden the product than Goodie (2022).
- Wider integration ecosystem. Conductor integrates with 10 tools; Goodie ships 6.
- What users praise most. Conductor was named a Leader in the 2025 Forrester Wave with the highest possible scores in AI-integrated SEO.
Reasons to pick Goodie over Conductor
- Broader AI platform coverage. Goodie tracks visibility across 11 AI engines vs Conductor's 0.
- Built for the LLM era. Goodie was founded in 2022, built around AI search from day one; Conductor dates back to 2010 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)
Switching from one to the other
From Conductor to Goodie
Export your saved queries and prompt panels from Conductor (most tools support CSV export). Most Goodie setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Goodie's data againstConductor's; one to two weeks of full reconciliation before you cancel Conductor. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Goodie to Conductor
Same flow in reverse. Export from Goodie, import to Conductor. 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
| Conductor | Goodie | |
|---|---|---|
| Starts at (USD/mo) | $150/mo | Custom (quote-based) |
| Founded | 2010 | 2022 |
| Headquarters | New York, NY | New York City, United States |
| Funding raised | $60M+ raised before WeWork acquisition; spun back out 2019 | — |
| AI platforms tracked | — | 11 |
| G2 rating | 4.6 / 5 (635 reviews) | — |
| Named customers | 10 | — |
| 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.
Conductor — what users praise
- Conductor was named a Leader in the 2025 Forrester Wave with the highest possible scores in AI-integrated SEO.
- AEO tracking across ChatGPT, Gemini, Copilot, and Claude is built in rather than bolted on, giving enterprise teams one view of AI and traditional search.
- Customer roster includes Verizon, Kroger, Microsoft, FedEx, American Express, Adidas, Ernst & Young, and PayPal.
- Reviewers consistently praise the intuitive interface and responsive support, despite the platform's depth.
- Conductor Monitoring catches indexing and crawl issues in near real-time across very large sites.
Conductor — what users complain about
- Pricing starts around $27K/yr and routinely runs into six figures, putting Conductor out of reach for SMBs.
- Sales team is described as aggressive; reviewers report being chased after explicit opt-outs.
- Steep learning curve means without a dedicated in-house SEO lead, lighter modules get used and the rest sit untouched.
- Report customization is limited; teams hit walls when they need bespoke views and have to call support.
- Platform performance lags on very large datasets, with users reporting speed issues during heavy queries.
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
A third option
Both Conductor and Goodieare 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, Conductor or Goodie?
Honestly: neither one fully solves the problem. Conductor and Goodie 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 Conductor 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 Conductor and Goodie cost?
Conductor starts at $150/mo. Goodie starts at Custom (quote-based). 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 Conductor and Goodie cover?
Conductor covers an undisclosed number of AI platforms. Goodie covers 11. 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 Conductor and Goodie actually improve your AI visibility, or just measure it?
Both Conductor and Goodie 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 Conductor and Goodie?
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.