Writesonic uses AI agents and an article writer to act on the gaps its AI visibility tracking finds, and it publishes self-serve plans with listed prices. Conductor is an enterprise SEO and AEO platform that pairs AI visibility with 24/7 technical monitoring and a Writing Assistant, sold through sales with no public prices. DeepSmith is a strong alternative to both, because it tracks AI answers and produces publish-ready articles on one self-serve plan with public prices.
Teams comparing Writesonic vs Conductor are usually deciding how far they want their AI visibility tool to go after the report: act on the gaps through agents and an article writer, or watch the whole site and hand the writing to a separate step. The two take different routes, and the price and contract terms differ as much as the features do. DeepSmith sits alongside them as a third route, covered below.
Writesonic vs Conductor: the short answer
This Writesonic vs Conductor review checks both against the same published facts, so each bullet below rests on a listed plan, price or feature.
- Choose DeepSmith if you want tracking and publish-ready articles on one self-serve plan, with public prices from $99 a month and a fixed monthly article allowance.
- Choose Writesonic if you want AI agents, ads and shopping tracking, and an article writer in one tool, and you are ready to move to Enterprise for most execution features.
- Choose Conductor if you run an enterprise SEO program and want AI visibility, 24/7 technical monitoring and content scoring in one contract, with publishing handled in your own CMS.
| Criterion | DeepSmith | Writesonic | Conductor |
|---|---|---|---|
| Entry price (monthly) | $99/mo | $99/mo | Not listed (sales-led) |
| Annual price (per month) | $80/mo | $79/mo | Not listed (sales-led) |
| Prompts at entry tier | 50 | 50 | Not listed (2,500 credits/yr) |
| Engines at entry tier | 1 (ChatGPT) | 3 (ChatGPT, Gemini, Google AI Overviews) | Not listed |
| Most engines on any plan | 10 (Enterprise) | 10 (Enterprise) | 8 (plan access not listed) |
| Free trial | 7 days | 7 days, no card | 3 weeks, no card |
| Citation tracking | Yes | Yes | Yes |
| Content generation | Yes, publish-ready | Yes, all plans | Yes, drafts |
| CMS publishing | Yes | Yes | No |
| Site audit or technical monitoring | - | Yes | Yes, 24/7 |
| AI crawler analytics | - | Yes, all plans | Yes, Enterprise included |
| MCP server | Yes | Yes | Yes, all plans |
| SOC 2 | Yes | Yes, Type II claimed | Yes, Type II |
| G2 rating | 4.8/5 | 4.7/5 | 4.5/5 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Writesonic
Writesonic started in 2021 as an AI writing tool and now describes itself as an AI search growth engine. It tracks prompts daily and reports brand mentions, citations, share of voice and sentiment. On top of that sit AI crawler analytics, AI ads tracking, a prompt volume estimate drawn from a claimed 2 billion conversation dataset, and an Action Center that ranks on-page, off-page and technical fixes. The AI Article Writer produces long-form pieces, and Writesonic says they come out publish-ready, with one-click export to WordPress, Sanity, Contentful, Webflow and Ghost.
It is built for marketing, SEO and content teams and for agencies that want tracking and execution under one login. Self-serve plans run $79, $199 and $399 a month billed annually, with 50, 100 and 200 prompts, and they track three engines. The full ten-engine set, the full Action Center, alerts, shopping tracking and Looker Studio all sit on custom Enterprise plans.
The standout is how much it packs into the plans that have public prices, including ads tracking on every plan. The real limitation is that gating: Growth gets a limited Action Center of five on-page and five off-page actions a month, and Starter and Basic get none. Its G2 rating is 4.7/5 from 2,133 reviews, checked in September 2026, though most of those reviews describe the older writing product and the AI visibility reviews are far fewer. Reviewers of the visibility product mention a learning curve and some unclear scoring.
Conductor
Conductor was founded in 2006 in New York and sells four connected products. Intelligence reports AI and keyword visibility, Creator holds the Writing Assistant, Monitoring runs 24/7 technical and AEO site checks, and AgentStack covers LLM apps, an MCP server, a Data API and agents. Its AI search tracking covers eight engines, with ChatGPT tracked in both Auto and Search modes, and it can run daily, weekly or monthly.
It is built for large enterprise SEO, content and web teams, often with several sites or brands, that want AI visibility next to keyword, analytics and technical data. The standout is the site side. Monitoring crawls up to 100,000 pages on Essentials and 500,000 on Growth, flags problems such as JavaScript rendering mismatches and missing schema, and log file analysis separates OpenAI, Perplexity, Anthropic and Meta bots. Conductor holds SOC 2 Type II, ISO 27001 and ISO 42001.
The real limitations are commercial. The pricing page lists allowances for Essentials, Growth and Enterprise but no dollar amounts, and engine access, prompt limits and overage terms are not published. Conductor says final publishing remains in your CMS. Its published US terms describe fees set in an order form, noncancellable by default, with auto renewal unless you give 90 days' notice. Its G2 rating is 4.5/5 from 788 reviews, checked in September 2026, with praise for support and training and complaints about price for smaller teams and a learning curve.
DeepSmith: the alternative that tracks and writes on one public plan
Both Writesonic and Conductor can write, so the useful difference is the terms. Writesonic gates most of its execution features, including the full Action Center and content optimization, to Enterprise. Conductor tracks and drafts inside a sales-led contract and leaves publishing to your CMS. DeepSmith puts tracking and publish-ready article production on one self-serve plan with public prices.
Tracking sits in the AEO module. It reports mention rate, citation rate and share of voice, a per-platform breakdown, a competitor leaderboard, and which of your pages AI actually cites. Prompts are the questions you define, and Discover Prompts builds a starter set from your product, persona and buyer-stage context.
Opportunity Agents read that data and return content ideas with the data point that justifies each one. Content Studio then turns an idea into a finished article. The Writer researches, links internally and externally, adds a cover image and metadata, and grounds the piece in Deep IQ, which stores your company, product, persona and voice context once. Autowrite can run the whole thing on a schedule, and Produced Content publishes straight to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks.
Plans are Pro at $99 a month, Grow at $199 and Scale at $399, or $80, $160 and $299 billed annually, with 20, 40 and 90 articles a month and 50, 100 and 200 tracked prompts. There is a 7-day free trial and no long-term contract. DeepSmith is rated 4.8/5 on G2.
Engine coverage and tracking depth
Conductor has the more configurable tracking, and Writesonic has the clearer plan terms. Conductor tracks eight engines and lets you set persona, intent, location and language for each prompt, which makes every prompt, engine, location and language combination its own tracked unit. Each response draws on AI Search credits, and a third-party review reports that the cost per response ranges from 0.1 credits for Google AI Overviews to 2 for ChatGPT Search, so the number of answers you can track depends on which engines you pick. Which engines each plan can use is not published.
Writesonic tracks every prompt daily by crawling the AI interface, according to its site, and it says it covers ten platforms. The terms are easier to read. Starter, Basic and Growth track ChatGPT, Gemini and Google AI Overviews, and Perplexity, Claude, Copilot, Grok, Meta AI, DeepSeek and Google AI Mode come with Enterprise.
What DeepSmith does: It tracks ten engines, published by tier. Pro tracks ChatGPT, Grow adds Perplexity, Scale adds Gemini, and Enterprise covers all ten. It reports mention rate, citation rate, share of voice and sentiment, and the per-prompt answer history shows what each engine actually said.
Pricing and value
Writesonic wins this one, because it is the only one of the two that lets you see a price. Starter is $79 a month billed annually, Basic is $199 and Growth is $399, and the vendor states $99 a month for Starter on a comparison page. The pricing page shows annual per-month prices only, so month-to-month prices for the other tiers are not listed. Extra users cost $50 each a month on Basic and Growth, and 20 more articles on Growth cost $100 a month. Conductor publishes allowances only: 2,500 AI Search credits a year on Essentials and Growth, 60 or 180 Writing Assistant drafts a year, and 5 or 25 tracked competitors. You need a quote for everything else.
What DeepSmith does: It publishes every price and limit. On annual billing, Grow is $160 a month for 100 tracked prompts, 40 articles a month and 7 seats, against Writesonic's Basic at $199 a month for 100 prompts and 25 articles. Scale is $299 a month annually for 200 prompts and 90 articles. There are no cancellation fees.
Site monitoring and technical fixes
Conductor wins this one. Monitoring is a dedicated product with AEO-specific checks, alert priorities and Slack and Microsoft Teams notifications, and the page limits are listed by plan. Writesonic has a Site Audit with automatic AI fixes on every plan, at 10, 20 and 50 audits a month across 100, 1,200 and 2,500 pages each, plus AI bot analytics on every plan that connects through Cloudflare, Fastly, Vercel and others. A site with hundreds of thousands of pages is the case Conductor's monitoring is sized for.
DeepSmith's plans don't include crawler log analytics or technical site monitoring. What it does for the same goal is show the pages AI actually cites and the competitor pages winning citations, so the fix you make is a new or better article, produced in the same platform.
From insight to action
Writesonic wins this one on speed to a finished piece, and Conductor wins on control. Writesonic's Article Writer produces long-form pieces on every plan, claimed at 3,000 to 8,000 words, and exports them to five CMSs. The Action Center ranks fixes by impact, but the full version is Enterprise only. Conductor's Recommendations panel prioritizes actions, and the Writing Assistant drafts from a brief with a content score, internal link suggestions and brand knowledge sources. Conductor says every draft should be reviewed by people before publishing, and publishing itself happens in your CMS.
What DeepSmith does: It closes the loop inside one platform. Opportunity Agents turn tracked gaps into evidence-backed ideas, New Ideas and Planned Content hold the backlog, and the Writer produces a finished article that is internally linked, with a cover image and metadata. Autowrite writes it on its scheduled date, and Produced Content publishes it to your CMS in one action. The output is publish-ready, so the review step is about editorial judgment and not rescue work.
Access, security and reviews
In a Conductor vs Writesonic comparison of access and security, the two are close. Both offer an MCP server and an API, and both claim SOC 2 Type II. Conductor adds ISO 27001 and ISO 42001, SAML SSO from Growth, and its MCP server and LLM apps are on all three plans. Writesonic puts SSO and user access control on Enterprise, and it has a Looker Studio connector and GA4 integration on Enterprise too. On reviews, Writesonic shows 4.7/5 on G2 and Conductor 4.5/5, with Conductor's praise concentrated on support and training.
What DeepSmith does: It is SOC 2, GDPR and ISO certified and rated 4.8/5 on G2. Its REST API and 23-tool MCP server give read access to visibility data, the Content Map, the content library and Deep IQ, and webhooks notify your own systems when content changes status.
Which should you choose
The choice between Writesonic or Conductor mostly comes down to whether you buy through a sales process and whether you need site-wide monitoring. The three options below are sorted by the reader each one fits.
- DeepSmith fits marketing and content teams that want one self-serve platform to see where AI answers leave them out and produce the articles that close those gaps, with public prices and no long-term contract.
- Writesonic fits teams that want agents, ads tracking and an article writer together and are willing to take an Enterprise plan for the full Action Center, alerts and shopping tracking.
- Conductor fits large enterprise SEO and web teams with many sites that want AI visibility, technical monitoring and content scoring in one contract and will publish from their own CMS.
If you are weighing Writesonic or Conductor against a tool that tracks and writes without a sales process, start a DeepSmith free trial and see the tracking and the first articles on your own site.
