Observation
Impressions and clicks are aggregate events, not unique people, completed tasks, or participant evidence.
Search demand ledger
See what people searched for—and what changed.
Aggregate Search Console evidence helps choose work. It does not count people, explain a click, or prove that a response helped.
- Evidence through
- July 28, 2026
- Later window
- July 31, 2026–August 27, 2026
- Read no earlier than
- August 30, 2026
No change is a recorded decision.
These signals were reviewed, but the available evidence did not justify changing the current route or publishing a weaker one. Each hold names what would reopen it.
- Reviewed; no change
Yarnpond
Decision recorded July 26, 2026
Keep the existing record because its role, free tester access, and paid designer and tech-editor boundaries already matched the current first-party pricing source.
Why held: The query is navigational and the checked record did not contain a material evidence or message defect.
- Observed
- 71 impressions · 0 clicks · average position 6
- Window
- July 3, 2026–July 24, 2026
- Reopen when
- Reopen when source access, payment, workflow, or later attributed behavior materially changes.
Queries, attribution, and limits
Query evidence: yarnpond
Attribution: The exact filter showed one attributed Stitch Authority page.
Limit: A position near six and zero clicks do not establish that the independent record failed.
- Reviewed; no change
Worsted Wool Quick Service
Decision recorded July 28, 2026
Do not add the commercial phrase to the cloth page or create a provider record without a clear legal operator identity and stronger claim evidence.
Why held: The checked commercial pages exposed service claims but not a sufficiently clear legal operator identity for a maintained independent record.
- Observed
- 7 impressions · 0 clicks · average position 66.1
- Window
- July 3, 2026–July 25, 2026
- Reopen when
- Reopen if the operator publishes a verifiable legal identity and current evidence for the service claims.
Queries, attribution, and limits
Query evidence: worsted wool quick service
Attribution: The exact query was attributed to the cloth page, but current web evidence indicated a commercial service intent.
Limit: The hold prevents a weak commercial record; it is not a fraud, quality, or safety finding.
Changed does not mean improved.
Each row connects an observed signal to the current route and a bounded product decision. Outcomes remain untested until a complete later window is available.
- Changed; outcome untested
Fabric-weight conversion
Decision recorded July 30, 2026
Keep one calculator, remove its unrelated landing default, preserve query values in shareable URLs, and make numerical and notation variants route to the tool before the explainer.
Current response: The calculator starts blank, offers bounded examples, and owns direct conversion intent; the guide owns interpretation.
- Observed
- 298 impressions · 0 clicks
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: 400 gsm to oz · gsm to oz/yd2 · 400gsm to oz · oz/yd2 to gsm · 305 gsm to oz · 10oz to gsm
Attribution: All 24 impressions for the leading exact query were attributed to the converter; the page also had 754 impressions and one click across all queries in the window.
Limit: Unit conversion does not establish fabric thickness, construction, measurement provenance, or suitability.
- Changed; outcome untested
Knit stitch versus purl stitch
Decision recorded July 30, 2026
Reconstruct the existing beginner answer so the V-versus-horizontal-curve recognition cue and immediate next action appear before evidence controls, imagery, method variants, and topology.
Current response: The short answer now appears in the first mobile reading sequence and the instructional image contains no generated pseudo-text.
- Observed
- 40 impressions · 0 clicks · average position 8.7
- Window
- July 3, 2026–July 28, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: Underlying query rows were suppressed.
Attribution: This is the exact page aggregate; Search Console suppressed the underlying low-volume query rows.
Limit: A page aggregate cannot reveal the suppressed query mix, why no click occurred, or whether the answer was understood.
- Changed; outcome untested
Textile RSL and MRSL decision path
Decision recorded July 30, 2026
Keep exact AFIRM, AAFA, and ZDHC intent source-first, and add one answer-led guide plus working record for the materially different job of combining law, customer RSLs, manufacturing MRSLs, formulation evidence, facility inventory, product testing, and order release.
Current response: Named-source searches retain their permanent records; general RSL-versus-MRSL and textile-chemical-requirements intent gains one source-reviewed working answer.
- Observed
- 6 impressions · 0 clicks · average position 51
- Window
- July 3, 2026–July 28, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: zdhc mrsl · zdhc chemical list · aafa rsl · afirm restricted substances list · restricted substance list textiles
Attribution: The five visible query forms established a small named-source and general restricted-substance cluster; exact landing-page attribution was not separately filtered.
Limit: The response does not identify every applicable requirement, establish chemical or facility conformance, approve a test plan, prove customer acceptance, or release a product or order.
- Changed; outcome untested
Seam-allowance conversion
Decision recorded July 28, 2026
Reconstruct the existing converter around explicit Value, From, and To controls, a blank state, bounded quick conversions, fractional-query parsing, and the pattern-owned selection boundary.
Current response: Observed variants now open a complete shareable conversion state without choosing a seam allowance.
- Observed
- 43 impressions · 0 clicks
- Window
- July 3, 2026–July 27, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: 1cm seam allowance in inches · 1 cm seam allowance in inches · 3 8 inch to cm sewing · 1 2 inch seam allowance in cm
Attribution: All 21 impressions for the leading exact query were attributed to the converter.
Limit: Exact unit arithmetic does not make nearby fractions interchangeable or approve a pattern change.
- Changed; outcome untested
Stitch and seam classification
Decision recorded July 28, 2026
Route recognizable classes to the plain-language guide, ambiguous compact notation to a hold-and-verify workflow, and exact standard names to permanent official-source records.
Current response: Three distinct jobs now have distinct maintained destinations without reproducing licensed standard content.
- Observed
- 40 impressions · 0 clicks
- Window
- July 3, 2026–July 27, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: is230 stitch 2aa · seam code · iso 406 stitch · seam class · astm d6193
Attribution: The review did not attribute every query or extract one cluster average position.
Limit: The routes do not validate a supplied code, select a construction, or authorize a production specification.
- Changed; outcome untested
Named textile source records
Decision recorded July 28, 2026
Repair a retired market-guide destination, expose current application access, remove an unsupported map assertion, and protect the existing records as the named destinations.
Current response: Six maintained records were rechecked and changed only where current evidence required it.
- Observed
- 34 impressions · 0 clicks
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: flocert customer search · swatchon · sham shui po fabric market · ctevt fashion designing course · cfda production directory · wrap certified factories list
Attribution: The named-source group selected existing permanent records for source and route review.
Limit: A source record documents a route; it does not approve a facility, seller, course, market, or certification claim.
- Changed; outcome untested
Named certification and textile platforms
Decision recorded July 28, 2026
Recheck and clarify the existing records, separate bluesign partner lists from product and chemical verification routes, and protect exact named-source routing.
Current response: Existing permanent records changed where current first-party evidence justified it; no thin brand pages were added.
- Observed
- 28 impressions · 0 clicks
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: bluesign system partner · haberdasheroo · textile exchange find a certified company · woolmark learning centre · banglacraft · vitas vietnam · taipei fabric market
Attribution: The named-source cluster was used for maintenance and exact internal-destination decisions.
Limit: Named-source routing does not certify a company, product, shipment, course, member, market stall, or provider.
- Changed; outcome untested
Fabric thickness and fabric weight
Decision recorded July 28, 2026
Make the existing fabric-weight guide directly explain that mass per area and thickness are separate quantities under different test conditions.
Current response: The guide now answers the observed thickness-chart wording without inventing GSM-to-millimetre bands.
- Observed
- 22 impressions · 0 clicks
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: fabric thickness · fabric thickness chart · fabric weight · what is fabric weight · gsm means in fabric
Attribution: The group selected two existing guides for message and evidence review.
Limit: Two fabrics with the same GSM can differ in thickness, and thickness depends on specified pressure and method.
- Changed; outcome untested
Finding a clothing manufacturer
Decision recorded July 28, 2026
Improve the existing guide with a first-route map and add bounded OTEXA and Alibaba.com source records rather than create another manufacturer list.
Current response: Discovery routes and qualification gates are now separate and explicit.
- Observed
- 12 impressions · 0 clicks
- Window
- July 3, 2026–July 26, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: finding a clothing manufacturer · how to find overseas manufacturer · find clothing manufacturers on alibaba
Attribution: The cluster selected an existing journey for review; exact page attribution was not asserted.
Limit: Directory, marketplace, badge, assessment, and sample evidence do not qualify a supplier for an order.
- Changed; outcome untested
Knitting-needle to crochet-hook size
Decision recorded July 28, 2026
Show the same nominal metric-diameter counterpart and separate published aliases in the existing lookup without calling the two tools interchangeable.
Current response: The lookup now answers the crosswalk job and keeps gauge and tool-form limits beside the result.
- Observed
- 11 impressions · 0 clicks
- Window
- July 3, 2026–July 26, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: knitting needle crochet hook conversion chart · knitting needle size to crochet hook · crochet hook equivalent to knitting needles
Attribution: The cluster selected the existing lookup for review; exact page attribution was not asserted.
Limit: Equal nominal diameter does not establish equal gauge, fabric, technique, or project suitability.
- Changed; outcome untested
Cast-on methods and count planning
Decision recorded July 28, 2026
Keep the method guide first for technique intent, consolidate two count tools, and remove unsupported project presets and hidden fit adjustment.
Current response: Method and count jobs now have separate maintained routes; the retired calculator permanently redirects.
- Observed
- 8 impressions · 0 clicks
- Window
- July 3, 2026–July 26, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: knit cast ons · knitting cast on methods · cast on knitting · cast on methods
Attribution: The cluster selected an existing method guide and adjacent count-planning path for review.
Limit: Measured-gauge arithmetic does not choose project dimensions, ease, cast-on method, or pattern compatibility.
- Changed; outcome untested
Existing-answer route integrity
Decision recorded July 28, 2026
Repair exact internal routes to the purchase planner, EU textile-labelling record, and UK clothing-repair record without creating duplicate pages.
Current response: All four observed phrases now reach the maintained task answer first.
- Observed
- 6 impressions · 0 clicks
- Window
- July 3, 2026–July 26, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: estimate fabric yardage · fabric yardage chart · eu textile labelling regulations · uk-based garment refurbishing
Attribution: The exact phrases exposed internal-search misses or weak ordering on answers the hub already maintained.
Limit: Routing repair does not establish purchase sufficiency, legal compliance, provider quality, or external-search improvement.
- Changed; outcome untested
Gauge and GSM
Decision recorded July 28, 2026
Answer the no-conversion boundary on the converter, distinguish three meanings of gauge, and route deeper explanation to the fabric-weight guide.
Current response: Both query directions now reach a direct no-conversion answer instead of a manufactured formula.
- Observed
- 3 impressions · 0 clicks · average position 64
- Window
- July 3, 2026–July 26, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: gauge to gsm · gsm to gauge
Attribution: Both exact filters attributed every visible impression to the converter.
Limit: Mass per area, textile thickness, stitch gauge, and machine gauge are different quantities.
- Changed; outcome untested
Choosing a beginner crochet hook
Decision recorded July 27, 2026
Clarify the existing guide and remove a contradictory fixed-size recommendation from the connected converter instead of publishing an affiliate-style duplicate.
Current response: The guide owns candidate-and-test selection; the converter no longer manufactures one universal first size.
- Observed
- 31 impressions · 0 clicks · average position 68.4
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: best crochet hooks for beginners · crochet hook for beginners · beginner crochet hook
Attribution: The cluster established topic wording; exact landing-page attribution was not separately filtered.
Limit: The response does not establish one best hook, comfort, symptom prevention, or first-project success.
- Changed; outcome untested
Pattern grading
Decision recorded July 27, 2026
Keep one definition and decision guide, align it to observed language, and narrow the calculator to user-supplied linear size-chart arithmetic.
Current response: The guide owns explanatory intent; the calculator no longer supplies arbitrary measurements or universal grade rules.
- Observed
- 22 impressions · 0 clicks · average position 69.7
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: pattern grading · size grading · pattern grading rules · grading patterns
Attribution: All visible impressions for the two leading exact queries were attributed to the existing guide.
Limit: Linear arithmetic does not establish body intervals, pattern-point movements, fit, or a releasable size run.
- Changed; outcome untested
FSC certificate search and check
Decision recorded July 27, 2026
Keep the existing permanent record and make the company, certificate-code, licence-code, scope, status, and order-document checks explicit.
Current response: The record now matches the certificate-check task and preserves the order-level verification boundary.
- Observed
- 15 impressions · 0 clicks
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: fsc certificate search · fsc certificate check
Attribution: Both exact filters showed the same attributed Stitch Authority page.
Limit: A current registry row does not by itself validate a product, shipment, claim, label, or supplier relationship.
- Changed; outcome untested
SMS, PP, and TOP garment samples
Decision recorded July 27, 2026
Retire the contradictory duplicate guide and make the remaining guide answer common acronym expansions while keeping organization-specific gates explicit.
Current response: One maintained guide now owns the terms and the former duplicate permanently redirects to it.
- Observed
- 14 impressions · 0 clicks
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: sms sample meaning · top sample full form · top sample meaning in garment industry
Attribution: Both leading exact queries were attributed to the maintained guide.
Limit: Common expansions do not create a universal sample sequence, approver, material state, or release consequence.
- Changed; outcome untested
Tech-pack definition and build paths
Decision recorded July 27, 2026
Preserve separate definition and build-and-release guides, repair exact query routing, and make the handoff between the two jobs explicit.
Current response: Definition language reaches the definition page; build language reaches the working guide.
- Observed
- 8 impressions · 0 clicks · average position 91.6
- Window
- July 3, 2026–July 25, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: what is a techpack · tech packs
Attribution: All eight visible impressions were attributed to the definition guide.
Limit: A guide or template does not establish document completeness, supplier acceptance, or production authorization.
- Changed; outcome untested
YarnSub
Decision recorded July 26, 2026
Expand the existing record with discontinued-yarn, fibre-filter, price-indicator, colour-data, API, correction, and affiliate-ordering boundaries from the current first-party FAQ.
Current response: The maintained record and exact internal-search route changed.
- Observed
- 69 impressions · 0 clicks · average position 6.4
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: yarnsub
Attribution: The exact filter showed one attributed Stitch Authority page.
Limit: The change does not establish substitute quality, availability, colour match, or completed use.
- Changed; outcome untested
OEKO-TEX Buying Guide
Decision recorded July 26, 2026
Separate opt-in company and product discovery in the Buying Guide from case-sensitive certificate or label-number verification in Label Check.
Current response: The record now exposes the two official jobs and their evidence boundaries.
- Observed
- 31 impressions · 0 clicks · average position 8.4
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: oeko tex buying guide
Attribution: The exact filter showed one attributed Stitch Authority page.
Limit: Directory presence or absence does not authenticate a label, certificate, product, or supplier.
- Changed; outcome untested
MakeIT sewing-machine booking
Decision recorded July 26, 2026
Send the permanent record to the direct equipment-booking page and expose membership, age, Starter Session, standing-location, and temporary-trial conditions.
Current response: The record now supports the booking job without presenting a temporary location as permanent coverage.
- Observed
- 18 impressions · 0 clicks · average position 9.7
- Window
- July 3, 2026–July 24, 2026
- Read again after
- August 30, 2026
Queries, attribution, and limits
Query evidence: makeit booking
Attribution: The exact filter showed one attributed Stitch Authority page.
Limit: Opening or completing a booking does not establish availability, competence, or successful machine use.
Use search behavior to choose work, not to invent certainty.
Decision
Repair an existing route when it already owns the job. Add a new route only when the task and evidence are materially different.
Comparison
Use a complete later 28-day window that begins after the current response release, then wait three days for ordinary Search Console processing before reading it.
Claim boundary
Report clicks, impressions, click-through rate, average position, and attributed page together. Do not call a change successful from one metric or infer causality from a before-and-after comparison.
Agents can read the decisions without scraping this page.
The export keeps the observation window, attribution scope, decision, current routes, source-note paths, hold trigger or recheck date, and interpretation boundaries together.