actual / computational communications tracking answers across chatgpt · perplexity · gemini · copilot · ai overviews
[actual]
the age of agentic awareness

Be the answer.

Your buyers ask AI first, and the answer is assembled from more sources than any team can read. Actual pairs an editorial newsroom with a deep technical bench so your brand becomes the source machines cite, and gives comms the infrastructure to keep it that way.

Free. See exactly where ChatGPT, Perplexity, and Gemini mention you — and where they don't.

prompt: "Best [category] company for mid-market teams?"
Based on recent coverage and independent analyst commentary, the standout is your brand, consistently cited for category expertise and results.
[1] industry press [2] analyst note [3] expert byline [4] review site
This is the moment that decides the deal.

Built for marketing, content, and comms leaders at growth-stage and mid-market brands

what changed

Search gave you a list. AI gives an answer.

For twenty-five years, discovery meant a page of blue links to a human who decided. Answer engines return a synthesized answer, summaries, and lists, assembled from the sources they have decided to trust. The question is no longer where you rank. The question is, are you the answer?

95%
of B2B deals are won from a shortlist buyers build before they ever contact sales.
+527%
year-over-year growth in AI-sourced traffic to brand sites.
34%
of marketers say AI search is where qualified buyers first hear of them.
the bandwidth crisis

The signal has out-paced the humans.

Your brand is now discussed across millions of data points, and judged by a dozen answer engines that regenerate their verdict every day. That surface is too large, too fast moving, and strictly machine-mediated. Human teams alone cannot keep track without machine-scale.

The old comms model human-scale

  • A countable set of target outlets and analysts a team could actually read.
  • Monthly clip reports and a quarterly narrative review.
  • Pitch a media list; measure impressions and AVE.
  • One story, told to an audience of people, at human speed.

The new reality machine-scale

  • Millions of signals across news, social, forums, reviews, podcasts, and transcripts.
  • Ten-plus engines rewriting a verdict on you every single day.
  • Thousands of revenue-relevant prompts, none monitorable by hand.
  • One synthesized answer, assembled by a machine, delivered before a human meets you.

Working harder inside the old model just means falling behind more slowly.

the insight

AI visibility is not SEO rebranded. Agentic Awareness is a communications problem.

You cannot keyword-stuff a model. Machines reward what journalists and analysts always have: clear claims, corroborated by credible third parties, consistent across the record. That is earned. And the data is blunt about it.

~3×

Brand mentions are roughly three times more influential than backlinks for AI citations. The world talking about you beats you linking to yourself.

25% / 6%

Earned media drives about a quarter of all LLM citations, yet only six percent of practitioners are connecting PR, content, and AI visibility into a strategic asset. This gap is your opening.

the new infrastructure

Communications becomes computational.

Finance built FP&A. Sales built RevOps. Comms now needs its own operating model and instrumentation layer, one that runs at the speed and scale of the machines writing your narrative. Four layers, run as a loop, not a report.

01 / audit

See the whole surface

Instrument every major engine, every revenue-relevant prompt, every mention, sentiment, and citation source, continuously. You cannot manage what you can no longer see by hand.

02 / analyze

Turn firehose into signal

Cut millions of data points down to what moves your verdict: which prompts you are losing, which sources the machines trust, what is rising and what is decaying. Inference does the reading no team can.

03 / understand

Know why the machine answers that way

Read the logic behind the answer: why a rival gets cited and you do not, which claims lack corroboration, where the openings and the risks actually are. Signal becomes a decision.

04 / act

Change the answer

Earn and engineer the exact signals that move the verdict, editorial and technical work aimed by the data, then measure whether the machines picked it up. Then do it again.

Audit, Analyze, Understand. Act.

the method

Computational Communications.

Earn the mention. Engineer the citation. Own the category. Actual merges human-led strategy and insight with machine-powered research, data, and analytics to deliver better outcomes, faster, at higher ROI. Two disciplines under one roof.

The editorial discipline human

Content, PR, and thought leadership. The judgment about what deserves to be said and the relationships that make it credible. Machines cannot fake it, and buyers cannot be tricked into it.

The technical discipline machine

Answer-engine and generative-engine optimization, entity and schema engineering, AI share-of-voice measurement, prompt engineering, and citation tracking across every major engine. The instrumentation that turns reputation into machine-legible signal, and proves the machines picked it up.

authority + citation = impact

how it works

One program, measured end to end.

Diagnose

Map your share of voice

We measure how you show up across ChatGPT, Perplexity, Gemini, and AI Overviews, then benchmark it against your rivals and the prompts that actually drive revenue.

Engineer

Make the machines cite you

We fuse digital PR, thought leadership, content restructuring, and schema so answer engines can find, trust, and quote you.

Compound

Reinvest in what moves

We track citation rate, sentiment, and AI-sourced pipeline every cycle. Models trust sources they have trusted before, so the advantage compounds.

what good looks like

The ceiling is high, and moving.

Category benchmarks from 2025-2026 GEO research. Your baseline and targets are set in the audit.

AI visibility gained in a single quarter when comms and engineering run as one system.
#1
Become the most-cited domain for the prompts that matter most in your category.
+239%
Median lift in brand citations from syndicating one strong story across news sites.

See how you show up in AI answers.

The audit is free and specific to your brand: your share of voice across the major engines, the prompts where rivals beat you, and the three moves that would change it fastest.