Pick
JetOctopus
Pick JetOctopus if you want the cheaper option ($237/mo vs $99/mo).
Head-to-head review · Updated June 2026
JetOctopus vs Topic: which one wins in 2026?
JetOctopus and Topic 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.
Topic is cheaper out the gate, but that's not the only thing that matters. The right pick depends on which dimension matters most for you.
The verdict
Pick
Topic
Pick Topic if you want the cheaper option ($99/mo vs $237/mo); and you trust traction signals — they list 9 customers, JetOctopus lists 2.
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 JetOctopus
JetOctopus has raised Bootstrapped. Founded by Julia Nesterets, Serge Bezborodov, based in Lviv, Ukraine. On their site they list 2 named customers including Skroutz, Cadastra. Pricing starts at $237/mo.
Technical SEO crawler and log analyzer for large sites.
What people praise
- Cloud crawler hits up to 250 pages per second, crawls a 50K-page site in five minutes per reviewer benchmarks
- Log analyzer is the standout feature, reviewers call it best-in-class for understanding crawl budget waste
- No project, user, or simultaneous crawl limits at any tier, agencies can onboard clients without seat math
- Pricing is based on unique URLs not log lines, unusual in the category and lets teams ingest months of logs without surcharges
Where it falls short
- Steep learning curve, the platform assumes SEO terminology fluency and offers little in-product hand-holding
- UI/UX could use a design refresh per multiple reviewers, function over form throughout the dashboard
- Page crawl limits are restrictive when working with very large enterprise sites without upgrading
- Adding more sites or users pushes costs up faster than competitors with flat per-user pricing
The case for Topic
Founded by Ryo Chiba, Nikhil Aitharaju, based in Toronto, Canada. On their site they list 9 named customers including Magoosh, Quizlet, BiggerPockets, Amerisleep. Pricing starts at $99/mo.
Content optimization platform that turns research into briefs and outlines.
What people praise
- Cuts content research time 45-50% by auto-parsing the top 30 Google results for headings, questions, and keyword targets.
- Simple Starter at $99/mo and $7 intro pack make it the cheapest serious entry point versus Surfer, Clearscope, and MarketMuse.
- Magoosh case study shows 300%+ year-over-year new-user growth on a single optimized post.
- Used by BiggerPockets, Magoosh, Quizlet, Amerisleep, Elementor, TrustRadius, and WSI.
Where it falls short
- Brief and optimization quotas (10 to 50 per month) are tight for agencies running multiple clients.
- No native AI article generator at the level of Surfer AI or Frase Pro; Topic positions as briefs, not full drafts.
- Pricing changes infrequent and no free trial beyond the $7 intro pack.
- Acquired by CafeMedia/Raptive in September 2021; roadmap pace has slowed compared to standalone Surfer or Clearscope.
Pricing, tier by tier
Tier 1
JetOctopus
Starter
$237/mo
- 500K crawl pages (250K JavaScript pages)
- 2M log lines
- 1 Google Search Console property
- 1 Google Analytics property
Topic
Starter
$99
- 10 content briefs and optimizations per month
- 1-month rollover
- 1 user seat
- Keyword research tool
Tier 2
JetOctopus
Standard
$383/mo
- 1M crawl pages (500K JavaScript pages)
- Unlimited log lines (Googlebot and Bingbot)
- GSC and GA integration
- Alerts and Ahrefs integration
Topic
Plus
$199
- 25 content briefs and optimizations per month
- 3 user seats
- 1-month rollover
- Keyword research tool
Tier 3
JetOctopus
No Limits (Enterprise)
Custom
- Unlimited crawls
- Unlimited log lines
- 100 GSC properties
- Dedicated customer success manager
Topic
Premium
$299
- 50 content briefs and optimizations per month
- 5 user seats
- 1-month rollover
- Keyword research tool
Tier 4
JetOctopus
—
—
Topic
Enterprise
Custom
- Higher brief volume
- API access
- Custom seat counts
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 JetOctopus
- Cloud crawler. Crawls up to 250 pages per second with no simultaneous crawl limits, handles JavaScript-rendered sites
- Log file analyzer. Ingests server logs to show how Googlebot, Bingbot, and 40+ other crawlers behave on your site
- GSC and GA integration. Overlay crawl data with Search Console performance and GA traffic to find pages losing crawl budget
- Custom segmentation. Regex-powered segmentation for URL patterns, content types, and crawl status across millions of URLs
- Datasets and BigQuery export. Export raw crawl and log data to Google Sheets, CSV, Looker Studio, or BigQuery for custom analysis
- Core Web Vitals tracking. Tracks LCP, INP, CLS, and other vitals at scale across the entire crawled site
Only on Topic
- Content Brief Builder. Analyzes top 30 Google results for a keyword and auto-suggests headings, questions, and required terms.
- Outline Builder. Drag-and-drop outline workspace with GPT-powered drafts of section titles and intros.
- Content Grader. Live scoring of drafts against target keywords and missing subtopics inside Google Docs or the web app.
- Keyword Research. Built-in keyword volume and difficulty data tied to brief creation.
- Google Docs add-on. Side panel that runs Topic's scoring on a draft without leaving Google Docs.
- WordPress plugin. Push optimized briefs and scores into the WordPress editor for the writer.
When each one wins
When JetOctopus wins
- Cloud crawler hits up to 250 pages per second, crawls a 50K-page site in five minutes per reviewer benchmarks
When Topic wins
- Budget is the constraint. Topic starts at $99/mo vs JetOctopus's $237/mo, so on a per-seat basis it's the cheaper way in.
- You're enterprise and need to call a reference. Topic lists 9 named customers; JetOctopus lists 2.
- Cuts content research time 45-50% by auto-parsing the top 30 Google results for headings, questions, and keyword targets.
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 JetOctopus 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 JetOctopus over Topic
- Faster product velocity. JetOctopus has shipped 5 public launches in the last year vs Topic's 0.
- Wider integration ecosystem. JetOctopus integrates with 8 tools; Topic ships 3.
- What users praise most. Cloud crawler hits up to 250 pages per second, crawls a 50K-page site in five minutes per reviewer benchmarks
Reasons to pick Topic over JetOctopus
- Lower entry price. Topic starts at $99/mo vs JetOctopus's $237/mo.
- More plan flexibility. Topic offers 4 pricing tiers vs JetOctopus's 3, so there's a better chance one fits your team size.
- More named customers. Topic lists 9 customers vs JetOctopus's 2, including Magoosh, Quizlet, BiggerPockets.
- What users praise most. Cuts content research time 45-50% by auto-parsing the top 30 Google results for headings, questions, and keyword targets.
Switching from one to the other
From JetOctopus to Topic
Export your saved queries and prompt panels from JetOctopus (most tools support CSV export). Most Topic setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Topic's data againstJetOctopus's; one to two weeks of full reconciliation before you cancel JetOctopus. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Topic to JetOctopus
Same flow in reverse. Export from Topic, import to JetOctopus. 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
| JetOctopus | Topic | |
|---|---|---|
| Starts at (USD/mo) | $237/mo | $99/mo |
| Founded | 2017 | 2019 |
| Headquarters | Lviv, Ukraine | Toronto, Canada |
| Funding raised | Bootstrapped | — |
| AI platforms tracked | — | — |
| G2 rating | 4.4 / 5 | — |
| Named customers | 2 | 9 |
| 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.
JetOctopus — what users praise
- Cloud crawler hits up to 250 pages per second, crawls a 50K-page site in five minutes per reviewer benchmarks
- Log analyzer is the standout feature, reviewers call it best-in-class for understanding crawl budget waste
- No project, user, or simultaneous crawl limits at any tier, agencies can onboard clients without seat math
- Pricing is based on unique URLs not log lines, unusual in the category and lets teams ingest months of logs without surcharges
- Dashboards balance data density with visual clarity, treemaps and customizable tables make patterns obvious
JetOctopus — what users complain about
- Steep learning curve, the platform assumes SEO terminology fluency and offers little in-product hand-holding
- UI/UX could use a design refresh per multiple reviewers, function over form throughout the dashboard
- Page crawl limits are restrictive when working with very large enterprise sites without upgrading
- Adding more sites or users pushes costs up faster than competitors with flat per-user pricing
- Not built for beginners, lacks the simplified explanations that SEO suites like Semrush ship with
Topic — what users praise
- Cuts content research time 45-50% by auto-parsing the top 30 Google results for headings, questions, and keyword targets.
- Simple Starter at $99/mo and $7 intro pack make it the cheapest serious entry point versus Surfer, Clearscope, and MarketMuse.
- Magoosh case study shows 300%+ year-over-year new-user growth on a single optimized post.
- Used by BiggerPockets, Magoosh, Quizlet, Amerisleep, Elementor, TrustRadius, and WSI.
- Native Google Docs add-on and WordPress plugin keep writers in their existing tools.
Topic — what users complain about
- Brief and optimization quotas (10 to 50 per month) are tight for agencies running multiple clients.
- No native AI article generator at the level of Surfer AI or Frase Pro; Topic positions as briefs, not full drafts.
- Pricing changes infrequent and no free trial beyond the $7 intro pack.
- Acquired by CafeMedia/Raptive in September 2021; roadmap pace has slowed compared to standalone Surfer or Clearscope.
- Keyword research tool is lighter than Ahrefs or Semrush; users still need a separate research stack.
A third option
Both JetOctopus and Topicare 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, JetOctopus or Topic?
Honestly: neither one fully solves the problem. JetOctopus and Topic 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 Topic 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 JetOctopus and Topic cost?
JetOctopus starts at $237/mo. Topic starts at $99/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.
Do JetOctopus and Topic actually improve your AI visibility, or just measure it?
Both JetOctopus and Topic 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 JetOctopus and Topic?
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.