Predict The Content **Your Audience Needs**
Discover audience demand before competitors. Position your brand as the authority and the answer.

1k+
Content Briefs Delivered
1M+
Signals analyzed weekly
Visibility Growth
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Forecast.ing
Trusted by 40+ content teams
Content Marketing + Data Science
Get better results from every piece of content you publish by starting with evidence, not guesses.
Content Marketing Teams
Expert Research on Autopilot
Weekly research and briefs so your team stays in publishing mode.
Know how topics will perform before you commit
Eliminate hours of manual research
Build authority with every piece you publish
AEO & SEO Teams
Increase Visibility in Traditional and AI Search
All search surfaces are now powered by semantics, not keywords. Forecast.ing creates a custom semantic map of your brand, audience, and competition.
See how AI search engines interpret your content
Close visibility gaps competitors don't see yet
Build authority that earns rankings and citation
Brand Teams
Amplify Brand Authority Through Content
Uncover the conversations you should be leading but don't know about yet.
Build recognition as the authority on topics that matter
Lead conversations instead of reacting to them
Earn citations that amplify your market position
Predictive content powered by expert research
Our research pipeline runs weekly, analyzing news, competitors, search, and social to surface what your audience will care about next.
Expert Research
Insights competitors can't get from ChatGPT or Perplexity. We analyze and rank 1M+ signals each week.
Voice of the Customer
Real conversations from the communities, channels, and newsletters that have your buyers' attention.
Competitive Intelligence
Synthesize what competitors publish across web pages, blogs, newsletters, and press releases.
Answer Engine Optimization
Google Search Console, keyword analysis, and AI citations inform our analysis.
Topic Prioritization
Every topic ranked by relevance, demand, and opportunity so you invest in what matters.
Content Briefs
Research synthesized into briefs with messaging, sources, and direction.
Topical Authority
Build authority at the topic level, not keyword by keyword.
Explainable Data
See the sources behind every recommendation. Say goodbye to hallucinated links.
Stories From Our Customers
See how B2B marketing teams use predictive content strategy to build authority and drive demand.
Clearly Differentiated TK (missing)
Topic prioritization is a big strength. Scores like brand relevance, traffic potential, and AI citations give a solid quantitative backbone for decision-making.
Ashikur Rahaman
Product & Growth
Faster publishing TK (missing)
Forecast.ing researches signals and generates content briefs so we can focus on telling the stories our prospects are looking for.
Gabe Lett
CMO, Praire Engineers
5x Increase in Google Rank
Using Forecast.ing is like pressing the easy button. It tells us where our expert opinion is needed and how to craft the article. We now publish faster, more frequently, and more people read it.
Bob Frady
CEO, PropertyLens
28%
Share of site traffic
Forecast.ing saves us hours every week by giving our team a clear, research-backed content plan we can put straight into production. They identify the most effective topics and brief each tactic.
Harris Edelman
CEO, TechMike
Featured Content
Guides, tools, and frameworks to meet your audience where they're about to need help.
AI Search
8 min
Build Topical Authority in AI Search with Query2Vector [Tool]
Learn how AI search measures brand authority through three pillars: keywords, semantic search, and topic authority. Use our free Query2Vector tool to transform your Google Search Console data into vector clusters.
AI Search
10 min
How To Increase AI Search Visibility with Google Search Console Data [Template]
Discover how to leverage your Google Search Console data to improve your brand's visibility in AI search engines. Download our free template to start mapping your topical authority today.
Content Marketing
7 min
The New Zero-Click Math of Content Marketing
The majority of Google searches now end without a click. Learn how content marketers can survive and thrive in the zero-click era by focusing on brand impressions and AI citations.
Common questions about predictive content
Predictive content identifies topics that will drive audience demand before you create content. Data replaces guesswork. First-mover advantage replaces reactivity. You see where demand is building in areas close to your expertise and claim those topics first. Your content earns brand visibility because it meets your audience where they're about to need help.
SEO starts with keywords and optimizes pages to rank. Predictive content starts with voice of the customer and builds authority before demand peaks. SEO tools show what's already competitive. Predictive content shows what's worth owning next. SEO data is one of many inputs into predictive content. By placing SEO data alongside news, competitive, and social, we are able to quickly move brands to the topics that matter right now.
Forecast.ing runs a weekly research pipeline. The pipeline analyzes brand, news, competitors, social, AI citations, and traditional search. Every topic gets ranked by relevance, demand, and opportunity. You receive prioritized topics and content briefs. Your team publishes with evidence, not guesses. And every publication feeds a learning loop that makes the next prediction more accurate.
Predictive content serves B2B marketing teams who currently publish regularly or are gearing up to do so. These teams want to maximize the impact of every publication. They need to build topical authority faster than competitors. And they want to do it with data that eliminates meetings, reviews, and jockeying. This approach treats content as an investment with measurable expected value. Stop publishing content people aren't reading. Start writing content that moves your audience from research to action.
Success shows up in topical authority, not keyword rankings. You measure how consistently your brand appears across a topic cluster. You track how often AI search results cite your content. You see whether your content leads conversations or follows them. Forecast.ing tracks authority at the topic level. You see progress across your entire content footprint.
Start Using Predictive Content
Content teams, AEO / SEO, and Brand teams are using Forecast.ing to know what works before they publish.
Join 100+ content marketers already using predictive content