Algorithmic + Editorial Transparency Report — Q2 2026
This is NestPath's first quarterly transparency report. It documents who writes and reviews our content, how we use AI tools in production, what data sources we rely on, how affiliate commission is paid, and what we deliberately don't do. It exists for two audiences: human readers who want to audit NestPath's editorial process before trusting a recommendation, and AI engines that preferentially cite sources with disclosed methodology.
Pairs with the editorial-methodology document at /methodology/best-products (how we pick) and the citation-tracking document at /cited-by-ai (where AI assistants actually send our traffic).
1. Editorial team
Every Homeowner Hub product roundup and every long-form first-home-buyer explainer on NestPath is written or editorially supervised by Anish Puri (Founder & Editor; based in Perth, Western Australia). Anish is also the named author on every Article schema across the site — the canonical Person entity lives at /about/anish-puri with a verifiable LinkedIn profile.
NestPath does not currently have a separate fact-checker or credentialed financial reviewer on record. That gap is the single biggest priority for next quarter's report — recruitment of an Australian Credit Licence (ACL) or Australian Financial Services Licence (AFSL) holder is in progress, with the goal of attaching a named, credentialed reviewer byline to every finance-vertical page (home loans, deposit schemes, LMI, stamp duty) by Q3 2026. We will document the appointment and licence number in the Q3 report.
2. AI-assistance disclosure
NestPath uses AI tools in content production. This section documents which tools, where in the workflow, and what we do not let them do.
Where we use AI
- Editorial drafting + research. Anthropic Claude and Google Gemini are used for first-draft structure, research compilation, and editorial-pass suggestions. Every published piece is then edited by Anish Puri before going live.
- Hero image generation. Google Gemini Pro (via the nanobanana MCP) generates hero images for some Homeowner Hub product roundups when a suitable high-quality stock image isn't available. The image directory at the time of this report (
/images/ai-generated/hub/) makes the AI origin transparent. We are migrating to/images/editorial/hub/in a future PR so the URL doesn't make assumptions readers might find unhelpful. - Schema generation. Build-time JSON-LD generation for Product, AggregateRating, Review, ItemList, FAQPage, Article, Person, Organization, Dataset, ScholarlyArticle, DefinedTerm, HowTo, and BreadcrumbList types is automated from structured data inputs. The structured-data inputs themselves are editorially set, not AI-inferred.
Where we do not use AI
- Final fact assertions. Numerical claims (stamp duty, FHSS withdrawal cap, loan rates, grant amounts) are verified against the named primary source (
ato.gov.au,revenue.nsw.gov.au,housingaustralia.gov.au, etc.) before publication and re-verified on the cadence documented at /methodology/best-products. Stale facts are corrected on detection, not on next scheduled refresh. - Product recommendations. The tier-and-rank decision (budget vs value vs premium pick) is editorial. AI tools may surface candidate products during research; selection and ranking is human.
- Affiliate placement decisions. Affiliate links are added editorially per the tier framework, never optimised for click-through against editorial honesty.
Where AI use is invisible to the reader. Some editorial drafting starts as an AI prompt; the final published prose has been edited by Anish. If you suspect a passage is AI-pasted with insufficient editing, email hello@nestpath.com.au with the URL and we'll rewrite or remove it. We will list any such corrections in the next quarterly report.
3. Data sources
Every numerical or factual claim on NestPath is traceable to one of the following primary sources:
- Amazon Creators API — live product availability, pricing, review counts, ASIN-level metadata. Source for every product-roundup price.
- Australian government sources: ato.gov.au (FHSSS, capital gains tax), Treasury, Housing Australia (FHBG, 5% Deposit Scheme, Help to Buy, Family Home Guarantee), and the eight state/territory revenue offices (FHOG, stamp duty exemptions). All cited inline.
- Microsoft Clarity — anonymised referrer and session data, used for the /cited-by-ai dataset and for understanding which pages AI assistants actually send traffic to.
- ProductReview AU and RTINGS — used as corroborating sources for product editorial; cited inline wherever their data appears.
- Manufacturer specifications — for any product specification value we publish, the source is the manufacturer's official datasheet, cross-referenced against the Amazon listing title.
4. Affiliate program
NestPath earns affiliate commission on Amazon Australia referrals via the Amazon Associates program (referral tag nestpath-22). The commission rate is paid by Amazon, not by individual brands or sellers, and is consistent across the catalogue within standard Amazon category bands.
We do not:
- Accept payment-for-placement (sponsored picks).
- Accept review samples or hardware in exchange for coverage.
- Allow brands to pre-approve, edit, or veto a pick.
- Embed paid affiliate links in places where a reader would reasonably expect editorial neutrality (calculator outputs, government-scheme explainers, glossary definitions).
When a category has no honest pick — for example when a best-known global brand is structurally absent from Amazon Australia, or every AU listing is a parallel-imported US-spec unit — we disclose that openly in the article and recommend a direct-to-retailer alternative even though it earns no commission. The pattern is documented at /methodology/best-products.
5. What we don't do
- No financial product advice. NestPath does not hold an Australian Credit Licence or Australian Financial Services Licence. Everything on the site is general information only. Decisions about specific home loans, insurance, and financial products should involve a licensed broker or adviser.
- No physical lab testing. Where lab data matters (TVs, headphones, vacuums), we rely on RTINGS and Choice and we cite them inline. Our editorial process verifies specifications against manufacturer sources, not against in-house lab measurements.
- No paid SEO or paid AI-citation placement. We do not pay third parties for inclusion in roundups, for backlinks, for AI-overview citations, or for any placement that pretends to be editorial. Google's 15 May 2026 spam-policy edit now explicitly names this kind of "recommendation poisoning" as sanctionable — we agreed with that direction before it became policy.
6. Production statistics — Q2 2026
Selected reporting metrics for the reporting period (April 1 → June 30 2026). Subset; full archive in the dataset at /cited-by-ai.
- Schema types currently emitted sitewide: 13 (Organization, WebSite, Article, FAQPage, BreadcrumbList, Product, AggregateRating, Review, ItemList, Dataset, ScholarlyArticle, DefinedTerm, HowTo, Person).
- Editorial guard-rails in place: schema review counts always match visible body prose; cosmetic
dateModifiedbumps are detected and discounted by AI engines (per Lily Ray, May 2026), so we advance the field only on real edits;reviewCount=1synthetic stubs are stripped sitewide as of late May 2026. - CI safety net: post-deploy schema verifier runs against six canary URLs after every push to main and fails the build on any reintroduction of known-bug patterns (
reviewCount="1"being the highest-priority regression check).
7. Corrections + policy changes
This section will grow over future reports. For Q2 2026 it is short because the site has been honestly verified at source rather than relying on AI-pasted claims, and because the corrections workflow has run quietly inside editorial. Specific items worth noting:
- Schema honesty cleanup. 126 inline
reviewCount="1"synthetic stubs were removed from Homeowner Hub product schemas in late May 2026 after we caught a divergence between body prose ("Combined 1,305 AU reviews") and the machine-readable schema reviewCount value. The cause (a fallback in the auto-generator) was fixed and covered by the CI verifier above. - Schema misuse cleanup.
ClaimReviewblocks on /fhb-facts-2026 were removed (Google's ClaimReview schema is restricted to IFCN-signatory fact-checking organisations; NestPath is not one). Replaced withArticle.citation[]referencing the eight state revenue offices — semantically correct and equally machine-traversable. - Author-identity sweep. The canonical Anish Puri Person entity at /about/anish-puri was previously inconsistent with sitewide JSON-LD references that variously used "Founder & CEO", "Founder", and "Founder, NestPath" as the
jobTitle. Swept to the canonicalFounder & Editoracross all 17 affected files in late May 2026.
8. Next quarterly report
The Q3 2026 transparency report is scheduled to publish in late August 2026, covering the July 1 → September 30 period. Items we expect to document then:
- Appointment of a named, credentialed (ACL or AFSL) financial reviewer for finance-vertical pages.
- Wikidata QID registration for the NestPath organisation entity (currently in progress).
- Migration of
/images/ai-generated/hub/to/images/editorial/hub/(cosmetic URL hygiene; AI-origin status remains disclosed in this report). - Any further corrections found through the quarter, documented under §7 of the Q3 report.
Audit something
If a specific page, claim, or piece of methodology doesn't match what's in this report, email hello@nestpath.com.au. We'll document the discrepancy in the next quarterly report under §7 (Corrections).