Strategy before calendar
Audience research, content audits, topic clusters and a ranked backlog come first. This page sorts the tools by which of those jobs they do, and walks through a sprint that separates what you supply from what a tool actually verified.
Covered on this page
Handled elsewhere
Calendars, scheduling, publishingOur take
Most teams need fewer, better pieces rather than more of them. Run the sprint below on your own material, then buy a tool only for the step where you got stuck: search data, a big inventory or brief grading. A general AI workspace covers the synthesis in between, and none of these replace a person deciding what to leave out.
Disclosure
ZeroTwo publishes this page and sells one of the products in it. We have not run these tools against each other, so there is no ranking or score. Vendor descriptions are their own homepage headlines, read on 5 October 2026. ZeroTwo prices below come from our pricing source; compare the same plan and billing cadence when you check another vendor.
Strategy answers why and for whom. A plan answers what, when and where. Several tools do both; we look only at the strategy side.
For those, read content marketing planning tools for calendars and scheduling.
Seven options, grouped by where they sit in the sprint. Prices and plan limits are deliberately absent; confirm them on each vendor's site.
| Tool or tool type | Where it sits in the sprint | What it works from | What you still decide |
|---|---|---|---|
| Semrush“Be found everywhere search happens” | Topic and competitor data for steps 3 and 4. | Its own search and competitive data, per its homepage. | Which topics fit your positioning, not just your keyword list. |
| MarketMuse“Create the content that counts” | Inventory and prioritisation for steps 3 and 6. | Positioned around what to write and how much, against competitors. | Whether a gap is worth filling for your business. |
| Surfer“Be The Answer in AI Overviews – Everywhere Buyers Search.” | Audit, gap-finding and briefs for steps 3 and 5. | Describes auditing existing content, finding competitive gaps and writing with live guidelines. | Which gaps match your audience research. |
| Clearscope“Get Discovered on Google, ChatGPT, and What's Next” | Brief quality and draft grading for step 5. | Write, optimise, track and scale search and AI visibility. | What to ignore when a grade rewards sameness. |
| Frase“Rank on Google. Get cited by AI.” | Research to brief to publish in one loop, steps 3 and 5. | Describes your search data, competitors and pages feeding its suggestions. | Which steps you would still run outside it. |
| ZeroTwoPublisher | Synthesis in steps 1, 2, 4, 5 and 6: interviews, exports, cluster map, briefs, scoring. | What you paste or upload, plus web search or deep research for public pages. | Everything it proposes. It does not crawl your site or provide search volumes. |
| Docs, database or CRM suite you already use | Where the artifacts live: personas, pillar map, backlog. | Whatever you put in. Notion, Airtable and HubSpot Content Hub are examples; check which AI features your plan includes. | The structure and who owns each artifact. |
“Works from” summarises how each vendor describes itself on its homepage. Confirm current features before you decide.
A repeatable afternoon of work in a general AI workspace. Each step says what you supply, what the model does, and what you check. Nothing here is a published result; it is a method.
Rate each candidate piece from 1 to 5 on the criteria below, multiply by the weight, add them up and subtract cost. The weights are a template; change them to match your goals and keep each rating tied to evidence you can point to.
| Criterion | Question to answer | Example weight |
|---|---|---|
| Strategic fit | Does it support a stated positioning? | 3 |
| Audience evidence | Can you point to an interview line or data row? | 3 |
| Competitive gap | Is it thin or missing on competitor sites? | 2 |
| Business impact | Would it move a goal you track? | 2 |
| Production cost | How much effort, rated 1 (low) to 5 (high)? | −1 |
Hypothetical example, not data: ratings of 4, 5, 3, 4 and 2 give 3×4 + 3×5 + 2×3 + 2×4 − 2 = 39. Compare pieces against each other, not against a target number.
In ZeroTwo, files you paste or upload are the only inputs you can treat as complete. When a model reads competitor pages through web search or deep research (Plus and above), its coverage is whatever it retrieved. Ask it to list every URL it used, open a sample, and say “sampled, not crawled” in your notes. If you need full-site coverage, run a crawler and give the model the export.
“Be sure that you're writing non-commodity content that your readers will find helpful and reliable.”
Two of these three point away from ZeroTwo: if search demand or a large inventory drives your decisions, start with a tool built for that.
Answers kept short and specific.
Content strategy decides why you create content: who it is for, what you stand for, which pillars you own and which outcomes you track. A content plan decides what goes out, when and where. The tools on this page serve the strategy layer. For calendars, scheduling and publishing operations, see our guide to content marketing planning tools.
Think in jobs rather than brands. You may want a search-data suite for topic and competitor data, an inventory or planning tool if you have a large library, a brief or grading tool for the pieces you commit to, a general AI workspace for synthesising interviews and exports, and a place to keep the artifacts. Semrush, MarketMuse, Surfer, Clearscope and Frase are the vendors compared here, each described in its own words.
Because choosing what to write and scheduling it are different decisions with different tools. Several products do both, but we compare only their strategy surface here. Editorial calendars, multi-channel scheduling and approval workflows are covered on the content marketing planning tools page.
ZeroTwo is a general AI workspace with 60+ models, web search and, on Plus and above, deep research. In a sprint it synthesises the material you give it: interview transcripts, site and analytics exports, topic lists. It does not crawl your site, provide search volumes or schedule posts. Competitor pages it reads through search are only as complete as what it retrieved, so ask it to list the URLs it used and spot-check them.
The Free plan is $0 with 100 free credits to start, 20 bonus credits every day you log in, and no card required. Plus is $14.99 per month. Pro is $29.99 per month, or $26.99 per month billed annually. When you compare against another tool, compare the same plan on the same billing cadence; competitor prices vary by plan and are on each vendor's pricing page.
No. It can compress the reading, sorting and drafting: summarising transcripts, grouping topics, producing a first brief. The judgment calls remain with a person: positioning, brand voice, what to leave out and which trade-offs to accept. Treat every output as a draft you have to check against the sources you supplied.
It depends on the kind of research. Search-data tools show what people look for. Interviews and support conversations show why, and a general AI workspace can summarise those if you supply the transcripts. If you need measured audience size or survey data, that has to come from a research source; an AI workspace cannot create it.
Score each candidate on the same criteria and sort. A workable set is strategic fit, audience evidence, competitive gap, business impact and production cost, each rated one to five by you, with cost subtracted. The weights on this page are a starting template: change them to reflect your goals, and keep the ratings tied to evidence you can point to.
Calendars, scheduling and publishing operations.
Choose data, crawling, brief and grading tools by job.
Turn an approved brief into a draft.
The wider stack for marketing teams.
Sources read on 5 October 2026: Google Search Central's guide to optimising for generative AI features, and the homepages of Semrush, MarketMuse, Surfer, Clearscope and Frase.