Writer is an enterprise platform that governs how a large company writes, with sales-led pricing and published security certifications. Koala is a self-serve tool that plans from Search Console, writes long-form SEO articles in bulk, and publishes them on a schedule from $25 a month. DeepSmith also publishes on autopilot, and it adds tracking of brand mentions and citations across AI engines, so the calendar follows the gaps AI answers leave open.
If you are comparing Writer vs Koala, you are really choosing between two jobs. One is keeping a big organization's writing consistent, secure and approved. The other is turning keywords into published articles with as little hand work as possible. Writer AI vs Koala AI is a fair question because both write long-form content, but they were built for different buyers. DeepSmith belongs in the comparison too, because it publishes on autopilot and also shows where AI engines leave your brand out.
Writer vs Koala: the short answer
- Choose DeepSmith if you want articles planned from what AI engines say about your brand, written in your voice, and published on a schedule, from $99 a month with a 7-day free trial.
- Choose Writer if your company needs governed AI workflows with SOC 2 Type II, SSO and audit controls, and you can go through a sales process to get pricing.
- Choose Koala if you want a public price (from $25 a month), bulk article generation from a keyword list, and scheduled publishing to WordPress, Shopify, Webflow or Ghost.
Comparison table
| Criterion | DeepSmith | Writer | Koala |
|---|---|---|---|
| Entry price (monthly) | $99/mo (Pro) | Not listed (Starter has no public price) | $25/mo (Starter) |
| Free trial | 7-day free trial | 14-day trial, no card | 5,000 free words and 25 credits, no card |
| Volume at entry tier | 20 articles/mo | Not listed (credit-metered) | 45,000 words/mo |
| Long-form generation | Yes | Yes | Yes |
| Brand voice and knowledge grounding | Yes | Yes | Yes |
| SERP-based content scoring | - | Not listed | Yes |
| Internal linking | Yes | Partial (legacy editor only) | Yes |
| CMS publishing | Yes | Yes, no WordPress connector | Yes |
| Scheduled publishing | Yes | Partial | Yes |
| Bulk generation | Yes | Partial | Yes |
| AI visibility tracking | Yes | Partial | Partial (Google AI Overviews only) |
| SOC 2 report | Yes | Yes | Not listed |
| G2 rating | 4.8/5 | 4.4/5 | 4.5/5 |
Pricing and features as of September 2026, from each vendor's site and public reviews.
Writer
Writer is an enterprise AI platform built around WRITER Agent, Playbooks, a Knowledge Graph and its own Palmyra models. It is meant for large organizations, led by marketing and revenue teams, that want AI work to run under IT governance and draw on company knowledge. Voice profiles are built from examples and linked to style guides and banned-term lists, and those rules apply to agent output and to editing in Chrome, Word and Figma. Reviewers repeatedly praise the brand-voice consistency.
The standout is governance depth. Writer lists SOC 2 Type II, ISO 27001, 27701 and 42001, and on Enterprise it adds SAML SSO, SCIM and audit logs. The limits show up on the content side. Writer has no native keyword database or SERP analysis, so search data comes through a Semrush connector. Starter is a narrow tier (up to 5 users, 5 playbooks, no SSO or audit logs) with no published price, and Enterprise is quote-only and credit-metered. CMS publishing is documented for Webflow, Adobe Experience Manager and Contentful, with no WordPress connector.
Review sentiment is mixed. Writer has 4.4/5 on G2 from 130 reviews, but 5.7/10 on TrustRadius from 27 ratings, and some reviewers say the output is generic and needs editing.
Koala
Koala is a self-serve platform for SEO article production. Its agent plans a content calendar from Search Console and keyword data, KoalaWriter drafts long-form articles in eight types, KoalaLinks adds internal links, and one-click publishing sends the result to WordPress, Shopify, Webflow or Ghost. Brand DNA keeps a separate knowledge base per brand, which is why agencies find it workable, with up to 75 brands on its top Scale III tier.
The standout is the price and the amount of the workflow in it. Koala publishes nine tiers from $25 to $2,000 a month, with explicit word and credit allowances, and a free account gets 5,000 words with no card. The API and an MCP server come with every paid plan. The limits are the metering and the gating. Premium models use words at 2x or 3x, credits expire after a month, and the SEO editor, KoalaLinks and Deep Research start at Professional ($49). Content Calendar Autopilot starts at Boost ($99). Koala publishes no SOC 2 or SSO commitments, and it describes no seats or approval roles.
Review sentiment splits by platform. Capterra shows 4.5/5 from 70 reviews, with praise for fast, SEO-structured drafts. Trustpilot shows 3/5 from 22 reviews, with complaints about support, credit expiry and refunds.
DeepSmith: the alternative that tracks AI answers and publishes on autopilot
Writer and Koala leave a similar gap for this reader. Writer treats AI visibility monitoring as a use case you build with agents, across ChatGPT, Claude and Perplexity, and its record does not document engines per plan, prompt volumes or how the data is collected. Koala checks Google AI Overviews on demand and has no recurring tracking, answer history or multi-engine view. Both can write well. Neither tells you, on a schedule, which questions AI engines answer without naming you.
DeepSmith is an AI search analytics and content production platform in one. Its AI Visibility module checks the prompts you define on a schedule and reports mention rate, citation rate and share of voice, with a per-platform breakdown, a competitor leaderboard and the sources AI cites most. Opportunity Agents read that data and return content ideas with the data point that justifies each one attached. The Writer then turns a planned idea into a finished article that is researched, linked internally and externally, and given a cover image and publish-ready metadata. Autowrite does this hands-off on the scheduled date, and finished pieces can go to WordPress, Webflow, Strapi, Sanity or Contentful, or to your own webhooks.
Deep IQ holds your product, persona, brand voice and content type once, so every article is grounded in the same context without re-briefing. That covers the voice consistency Writer is known for, set up from your website in minutes. DeepSmith tracks ChatGPT on Pro, adds Perplexity on Grow, adds Gemini on Scale, and covers all ten engines on Enterprise. Plans are $99 (Pro), $199 (Grow) and $399 (Scale) a month, or $80, $160 and $299 billed annually, with 20, 40 and 90 articles a month. It is SOC 2, GDPR and ISO certified and rated 4.8/5 on G2.
Pricing and value
Koala wins on price transparency. Its Starter plan is $25 a month for 45,000 words and 500 credits, Professional is $49 for 100,000 words, and Boost is $99 for 250,000 words. Koala says annual billing saves 20%, though the annual per-month figures are not shown on its page. Writer does not publish a Starter seat price at all. Its Starter plan has fixed credit limits per seat, and Enterprise is set by contract with credits bought through an account executive. One third-party article reported a Starter price, but the vendor's own page does not confirm it, so treat it as unverified.
Koala's higher tiers climb quickly, with Growth at $179, Elite at $350 and Scale III at $2,000 a month for agencies running many brands. The two also meter differently. Koala counts words and shares one credit pool across chat, images, links and agent work. Writer counts credits only. With either one, estimating a monthly bill takes some arithmetic.
What DeepSmith does: DeepSmith publishes four plans with a fixed article allowance and a tracked-prompt allowance in the same price. Pro is $99 a month for 20 articles and 50 tracked prompts, Grow is $199 for 40 articles and 100 prompts, and Scale is $399 for 90 articles and 200 prompts. There are no long-term contracts or cancellation fees, so one number covers both the tracking and the writing.
Planning and SEO tooling
Koala wins here by a clear margin, and for anyone asking Koala AI vs Writer AI on search tooling the answer is short. It has built-in keyword volumes and difficulty, analyzes the top-ranking pages for a keyword, scores drafts against them in its editor, and finds topic gaps against competitors. Writer has none of that natively. It has prebuilt agents for content briefs and outlines, but keyword and search data come through the Semrush connector, and internal link suggestions exist only in a legacy editor.
What DeepSmith does: DeepSmith plans from a different source. Content Map crawls your site and your competitors' sites into one topic map, and it shows coverage gaps and untapped topics by funnel stage. The writing pipeline builds keyword coverage, heading structure, schema markup, internal linking and metadata in during creation. That means the plan follows what competitors cover and what AI cites.
Publishing and automation
Koala wins on autopublish. Content Calendar Autopilot writes and publishes an approved calendar on a chosen cadence to WordPress, Shopify, Webflow or Ghost, and signed webhooks reach other systems. Bulk mode generates from a keyword list on every paid plan. Writer is stronger at multi-step work, and in a Writer AI vs Koala AI match-up on workflow depth it is the more flexible of the two. Playbooks run on schedule and event triggers, with step approvals, chained workflows and an Agent Builder on Enterprise. They can push to Webflow, Adobe Experience Manager and Contentful, but Writer has no WordPress publishing connector.
What DeepSmith does: Autowrite writes each article on its scheduled date with no one in the app, and the result lands in Produced Content for review or goes through to your CMS. Every finished article also comes with social posts already written, and the Apps Library turns it into versions for LinkedIn, X, newsletters and other channels.
Governance, security and teams
Writer wins this axis clearly, which is often what settles a Writer AI or Koala AI decision at a larger company. It offers voice profiles tied to style guides, SAML SSO and SCIM on Enterprise, audit logs exportable to Splunk or Datadog, a HIPAA BAA, and a published availability SLA for qualifying deployments. Koala describes none of this. It has no published SOC 2 or ISO certification, no SSO, and no seats, roles or multi-person approvals, since the FAQ only permits sharing one account inside an organization. If your security team reviews every vendor, that difference can decide the purchase by itself. Writer's own reviewers still mention a learning curve and uneven application of its writing rules, so the governance takes some setup before it pays off.
What DeepSmith does: DeepSmith is SOC 2, GDPR and ISO certified, runs multiple brands or clients from one account with each workspace fully isolated, and lets you invite teammates as owners or members. Brand rules live in Deep IQ as structured records, so they shape every draft without a style guide PDF.
From insight to action
Neither tool wins on AI visibility, and the tie has a reason. Writer describes weekly monitoring of mentions, citations and sentiment as something you build with agents, and the method is not documented. Koala documents its checks, but they cover Google AI Overviews only and run on demand. ChatGPT, Perplexity and Claude are optimization targets in Koala's marketing, not measured surfaces. On both tools, the step from "we are missing from this answer" to "this article closes the gap" is manual.
What DeepSmith does: DeepSmith runs that loop in one platform. AI Visibility finds the prompts where you are absent or losing, Opportunity Agents turn them into ideas that carry the evidence, Planned Content schedules them, and Autowrite produces them. The Pages view then shows which of your pages AI actually cites, so the next round of ideas starts from results. Its API and MCP server are read-only, so your own assistant can analyze the workspace, and webhooks notify your systems when content changes status.
Which should you choose
- DeepSmith fits marketing teams and agencies that want content planned from AI answers and competitor coverage, produced in their own brand voice, and published on a schedule, with tracking and writing on one self-serve plan.
- Writer fits large organizations where IT, legal and security set the terms, where many teams need governed workflows across more than SEO articles, and where a sales-led contract is normal.
- Koala fits SEO-led teams, solo marketers and agencies that want a low public entry price and bulk articles planned from Search Console and published to WordPress or another CMS.
Some buyers widen the shortlist at this point. The list of Writer alternatives covers eight options. The list of Koala alternatives does the same for Koala. Either one is a quick way to see who else is in the running.
Whichever way you lean, run the same prompts through the free trials before you pay. Start a DeepSmith free trial and see which questions AI engines answer without you.
