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We build the instruments we sell — and run them on ourselves.

Three instruments, each shown with its real status — the live audit engine that reads this page, the AI-visibility tracker, and Komply, in build — and beneath them, the six-system build ledger. No slideware, no softened claims — what’s live is live, what’s sample is labelled, what’s in build says so.

Client case studies ship only once the client has reviewed the numbers and approved the write-up. Until then the evidence here is self-proof: what we’ve built, and our own live engine read — weak rows and all.

what we’ve built

Three instruments — live, in sample, and in build.

Software we run every day, not a portfolio of logos. Each one looks different because each one does something different — and each carries its honest status. As products — what each one is, who it’s for, and where to start — they live on the products page.

Website Audit Enginelive
88/ 100
good
security94
seo95
geo84
performance82
content81
ux & design87
technical99
popia100
email security78

Nine domains scored 0–100 with a written narrative — the engine behind your free audit. Run it on your site

AI Visibility Trackersample

Your share of answer across ChatGPT, Claude, Gemini and Perplexity, swept monthly. Built and running on our own tenant — the graph is illustrative; your real read replaces it. See the AIV Index

Komplyin build
POPIAin build
B-BBEEin build
SARSin build
FSCAin build

in private build · pre-revenue

A South African compliance OS — POPIA, B-BBEE, SARS and FSCA monitoring in one dashboard. In private build, pre-revenue — shown honestly, not yet a live product.

the build ledger

Shipped systems, run on our own accounts.

Before AAA sold this work, we built it — for ourselves, and inside the businesses Matt has run and served. Every system below is real, in use, and carries its honest status — the deeper ones link to their build logs.

the build log — six systemsown + in-role builds · honest status · no client case studies
live · productisedSelf-Service Website Audit PlatformThe engine above, as a product: free nine-domain read, paid full report, PayFast checkout, branded PDF emailed in minutes.9 domains scored200+ sites auditedreport < 10 minNext.js · FastAPI · Claude · PayFastin daily useMulti-Bot Coaching PlatformThree specialised AI agents on a shared knowledge base — four-layer memory, weekly intelligence cycles, Telegram and live voice.3 bots · 43 tools143 tests in the suite7 scheduled jobsPython · Claude · Telegram · LiveKit · Pineconein productionDue-Diligence EngineConsulting-grade company analysis in 5–8 minutes — five parallel research agents, 15 scoring modules, a GO/NO-GO verdict in a branded PDF.5–8 min end-to-end114/114 tests in the suite11 live runs validatedClaude Code multi-agent · Python · SEC EDGARin daily use · built in-roleAutomated Portfolio IntelligenceA 16-step nightly pipeline that turns prices, on-chain data and macro indicators into a Bloomberg-style briefing at 07:00 — replacing 30–60 minutes of manual monitoring a day.70+ assets rated daily16-step nightly pipelinedaily run uninterruptedPython · Claude Haiku · DefiLlama · FRED · SQLitelive · sub-brandAuto Alpha Security — Deep ScanExploit-confirmed web-application security scanning, shipped as a sibling brand — scans run manually, ownership-verified, under signed authorisation. Built on the same AAA web foundation.live at autoalpha-sec.comownership-verifiedsigned authorisation onlyNext.js · Vercel · custom scanning stack
in production · built for a client BD teamSponsor Intelligence PipelineHourly ingestion across 40–50 YouTube channels, LLM extraction of sponsor deals, and a ranked morning digest — the client's BD team sees only deduplicated, spend-ranked prospects.hourly ingest cadence40–50 channels tracked07:00 digestPython · Next.js · Supabase · YouTube API · Claude

self-proof · autoalphaadvisory.co.za · read 2026-07-07

The agency audits itself first.

AAA’s own engine read returned an overall score of 88 / 100 (Good) on 2026-07-07, across nine scored domains. The read runs on the same audit engine available as the free read.

The GPTBot SSR test — confirming that the H1, main copy, and JSON-LD are all visible to GPTBot, ClaudeBot, and PerplexityBot in the raw HTML response — passed on the same date.1

Two domains sit lowest, both deliberate: Email Security (78) holds there until we move DMARC from quarantine to reject — a staged rollout, not a gap — and Content (81) reflects a WhatsApp-and-email contact model rather than a published phone line. Everything else reads 82–100; the engine now even credits our cookie-free, first-party analytics (Technical 99) — the privacy stance a Google-Analytics-shaped check used to miss.

What else AAA runs on itself

  • A live four-engine AI Visibility Tracker tenant — the same instrument used in the AI Visibility Tracking retainer — tracks AAA’s own mention presence across ChatGPT, Claude, Perplexity, and Gemini.
  • Every page is held to Google’s speed benchmarks and the international accessibility standard — checked automatically on every update, so nothing slips after launch.2
  • POPIA compliance — scored 100/100 in the same engine read — is non-negotiable for any SA-facing property AAA ships.

We don’t recommend a standard we don’t pass ourselves. The read to the right is live, dated, unedited.

engine read · autoalphaadvisory.co.zalive
88/ 100 · Good
9 domains scored
security94
seo95
geo84
performance82
content81
ux & design87
technical99
popia100
email security78
read 2026-07-07 · 9 domainsGPTBot SSR — pass
Engine read of engine read · autoalphaadvisory.co.za, 2026-07-07: overall 88 of 100, rated Good, across 9 scored domains.

audit engine v3 · 9 domains · run 2026-07-07

sector reads

The pattern the engine keeps finding.

The law firm read is instructive. Content came back at 92 and Technical at 77 — a site that looks, by those two numbers, like a serious practice with real infrastructure. Then the engine found POPIA at 11 (Critical): the privacy policy was unreachable, in direct breach of POPIA §§ 107–109 (administrative fines up to R10 million and criminal liability up to 10 years).3 GEO — the score that measures how ready a site is for AI search — returned 61: half-ready at best. Forty-nine findings in total. The site looked fine. Nine domains disagreed.

The pattern repeats across all three reads. POPIA is critical in every sector where it was scored. GEO (AI-readiness) is Poor or Fair across the board — not one “Good” in the set. Performance and Email Security are both Poor in every case. Content is the one domain that usually holds up. Everything the machine cares about most is the domain most SA businesses haven’t touched.

a real SA law firm56/ fair
content92
geo · ai-readiness61
popia11
performance48
email security48
49 findings
a real SA online store46/ poor
content80
geo · ai-readiness39
popia11
performance47
email security37
read 2026-06-18
a real SA safari lodge49/ poor
content57
geo · ai-readiness45
performance38
email security34
read 2026-06-18

Three anonymised real audit-engine runs (2026-06-18). Businesses are labelled by vertical only — no name, no URL.4

Sources · 4
  1. Vercel and MERJ, “The rise of the AI crawler,” 17 December 2024. GPTBot, ClaudeBot, and PerplexityBot confirmed as non-JavaScript-executing crawlers. Raw HTML must carry the full content; client-rendered shells are invisible to these agents.
  2. W3C, “Web Content Accessibility Guidelines (WCAG) 2.2,” W3C Recommendation 05 October 2023. Google, “Core Web Vitals,” web.dev, updated March 2024 (INP replaced FID as a CWV metric). Field truth measured at CrUX p75 mobile, not Lighthouse alone.
  3. Republic of South Africa, Protection of Personal Information Act 4 of 2013, §§ 107–109. Administrative fine up to R10 million; criminal liability up to 10 years’ imprisonment for certain intentional violations.
  4. Anonymised audit-engine runs conducted 2026-06-18. Scores sourced from AAA audit-engine production runs on real South African websites; businesses are identified by sector only and have not been named or contacted.

See the read before you decide.

The free engine read runs the same nine-domain analysis used above — on your site, dated and scored, in under a minute.

No retainer required. No commitment. One read, nine domains — yours.