Borradores, medidos
Tu modelo redacta o reescribe una página a partir del rastreo. GLLmolfar dice con cuáles de tus páginas competiría, cómo se lee por fragmentos y qué cambió respecto al original.
Borradores medidos contra las páginas que ya tienes, prompts sacados de páginas que funcionan, un prompt sobre cientos de páginas y posts sociales a partir de un artículo. Escriben tus modelos; GLLmolfar mide lo que escribieron.
Al descargar aceptas los términos de la preview de GLLmolfar.
DocumentaciónEl modelo es tuyo; la medición, de GLLmolfar. Por qué un borrador es mejor se escribe desde las mediciones, nunca por el modelo.
Tu modelo redacta o reescribe una página a partir del rastreo. GLLmolfar dice con cuáles de tus páginas competiría, cómo se lee por fragmentos y qué cambió respecto al original.
GLLmolfar lee una página que funciona y la corta en bloques; tu agente dice qué hace cada bloque; cada bloque recibe un prompt reutilizable y un ejemplo. Copia la forma del texto, nunca el texto.
Ejecuta un prompt sobre cientos de páginas como una columna nueva: un resumen, una categoría, una respuesta que falta. Ves el número de llamadas al modelo antes de que nada se ejecute.
Pega un borrador y mira si se solapa con una página que ya tienes, antes de que dos páginas se repartan una búsqueda.
Posts para cada red, contados como los cuenta cada red. No se publica nada: copias y publicas tú.
Las herramientas gratuitas de GetLoopLoop se abren dentro de la app, entre ellas PatternScope, para el texto que suena a plantilla.
El mismo rastreo de getlooploop.com, abierto en las vistas que importan para la búsqueda con IA, para el significado y para el SEO clásico. Nada aquí es una maqueta.
Cómo se divide una página en los fragmentos que guarda un sistema de recuperación, dónde está cada uno y cuánto se ajusta al título y al H1. Las desviaciones aparecen como fragmentos que pertenecen a otra página.
Al descargar aceptas los términos de la preview de GLLmolfar.
Empieza por lo general, acota a un grupo de URL y revisa la evidencia. La app reúne los datos y el camino a la acción en un mismo espacio de trabajo.
Los principales grupos de significado de una página, dónde está cada fragmento de arriba abajo, los términos recurrentes y cuánto se ajusta cada fragmento al título y al H1. Sirve para detectar secciones que se desvían del tema declarado.
Agrupa páginas por significado y explóralas en el mapa de temas. Compara páginas del mismo idioma inusualmente parecidas con sus fragmentos y señales en común. Las oportunidades de enlace emparejan una página con menos de cinco enlaces entrantes con páginas relacionadas que no la enlazan. Son pistas para revisar, no una prueba de canibalización en buscadores.
Las páginas que compiten, dibujadas y no solo listadas: cada grupo como un círculo de sus páginas unidas por pares, con los pares más cercanos marcados; cuánto se parecen los pares, qué tamaño tienen los grupos, en qué temas están y un grupo como matriz de similitud.
Vectorscope, Voicescope, Brandscope, Reviewscope y PatternScope están en Herramientas, en la barra lateral, cada una como la herramienta sola: el campo, el botón y la lectura, sin salir de GLLmolfar. Abrir en el navegador lleva a la página completa en getlooploop.com. Los usos en la app se cuentan en el servidor de GetLoopLoop, aparte de los del sitio web.
Conecta Claude Code, Codex, Cursor u otro agente a GLLmolfar una vez. Cada habilidad le dice qué herramientas de GLLmolfar llamar, en qué orden, qué devolver y cuándo el trabajo está hecho. Antes de cambiar código o rastrear un sitio ajeno, te pregunta. El agente trabaja en la ventana de la app, donde ves cada paso. Los ejemplos de abajo son respuestas reales, no maquetas.
Una página que pierde clics, está desfasada o la supera un competidor.
/refresh-brief*Herramientas de GLLmolfar que llama: audit_urlget_pagessemantic_searchget_fix_urlsmeasure_textget_search_console
Rellenas: url
Claude Code (Sonnet) sobre un rastreo de getlooploop.com, 300 páginas, 28 de octubre de 2026, texto de la habilidad de 0.8.1 · 86 s · 14 llamadas a herramientas de GLLmolfar · sin editar, en inglés
Sources. Crawl 32 of getlooploop.com (28 Oct 2026, 300 of 300 pages, embeddings on) gave the fix list, get_pages data and semantic search. A live URL audit on 28 Oct 2026 at 14:11 GMT gave status, text, headings, JSON-LD and robots.txt. measure_text on the current page text gave passage positions. Anything marked "judgment" is mine.
ai.noAuthor and ai.noDate both fail for this page, and get_pages returns empty author, datePublished and dateModified.sameAs. Add datePublished and dateModified to the JSON-LD and show the same dates on the page.audit_url and check that trust.author, trust.datePublished and trust.dateModified are filled. Then re-run crawl 32's checks and confirm the URL no longer appears under ai.noAuthor and ai.noDate.measure_text, current page, 10 passages: the answer to "How is AI visibility different from SEO?" sits at passage 8, although the tool's rule is that the answer should appear by passage 2. Its score is 0.727, so the content is fine and only the position is wrong.measure_text, current page: the robots.txt question scores 0.464 at passage 6, and the timing question scores 0.470 at passage 3. Both scores are weak.measure_text again with the new draft and the same six queries, and look for scores above the current ones and the SEO answer at passage 2 or earlier.audit_url should show trust.statSentences and external content links that match the claims.dateModified.titles.below30, ai.noAuthor, ai.noDate, content.lowRatio, headers.insecureCookies, security.no_xcto, security.no_csp, security.no_xfo, security.no_referrer./glossary (group *, line 17). Bot by bot:inSitemap: false. Check sitemap.xml yourself before acting.images.missingAlt for this page, so the two sources disagree. Check this.color-contrast (3 nodes) and link-in-text-block (the CC BY 4.0 link).Rank is this page's rank among our pages in semantic search on crawl 32. "Passage" is the best-matching passage number from measure_text on the current page.
| Question | Rank | Score | Passage | Best on-site page |
|---|---|---|---|---|
| What is AI visibility? | 1 | 0.615 | 1 | this page |
| How is AI visibility different from SEO? | 1 | 0.599 | 8 | this page |
| How do I measure my brand's AI visibility? | 2 | 0.628 | 4 | /brandscope (0.668) |
| How do I get my brand cited by ChatGPT and other AI assistants? | 3 | 0.528 | 2 | /brandscope (0.588) |
| Which AI crawlers should I allow in robots.txt to appear in AI search? | 13 | 0.420 | 6 | /glossary/robots-txt (0.550) |
| How long does it take for changes to show up in AI answers? | 4 | 0.417 | 3 | /questions (0.486) |
What to add:
/brandscope currently beats this page on this question./news/brands-in-ai-answers-october-2026-a-market-analysis, which scored 0.548 on this question.Limit of these results. Semantic search returned only the page-level block, headed "GetLoopLoop", for every result, so it could not name which section answers. I used measure_text passage numbers instead. Only passages 1 (intro), 3 (section 02) and 4 (section 03) have previews. The other numbers are positions only.
/glossary/ai-overview at cosine 0.766, below the 0.94 cannibalization threshold. This page is not in the crawl 32 cannibal list. No merge is needed.addLinkOn or linkTo pointing at this URL. There are none that point to it./glossary/ai-overview with the anchor "ai overview" (similarity 0.814).inlinks: 0 and linkScore: 0 for this page. That figure comes from the audit, not from the full crawl, so confirm it in crawl 32 before saying nothing links here./brandscope, /glossary/robots-txt, /glossary/share-of-voice and /glossary/ai-referral-traffic are the closest pages by meaning. Link them from the new sections above.audit_url on the page. Check author, dates, title length, JSON-LD and the 6 robots.txt verdicts, and add a check for Claude-SearchBot if the tool supports it.measure_text with the final draft and the same six queries. Look for the SEO answer at passage 2 or earlier and higher scores on the robots.txt and timing questions. Confirm that the nearest page stays below 0.94.audit_url for this page, and confirm the URL is no longer listed under ai.noAuthor, ai.noDate and titles.below30./es/glossary/ai-visibility. It is linked through hreflang and needs the same date and author changes.measure_text baseline. I passed the page text as plain text, so the tool counted 3 passages. The live page measured 10, and I used the live page numbers.llms.txt.I can publish this as a shareable page if you want to pass it to the content team.
Higiene E-E-A-T trimestral.
/stale-content*Herramientas de GLLmolfar que llama: get_overviewget_pagescount_pagesaudit_url
Claude Code (Sonnet) sobre un rastreo de getlooploop.com, 300 páginas, 28 de octubre de 2026, texto de la habilidad de 0.8.1 · 113 s · 22 llamadas a herramientas de GLLmolfar · sin editar, en inglés
Sources:
audit_url runs on 10 pages, 28 Oct 2026 at about 14:13 UTC.No crawl was running. I did not start one.
author Person. (crawl 32) 225 of 300 pages fail ai.noAuthor. I audited 10 of them (URL audit). The only Person in their JSON-LD is the site founder, "Olexandr", inside the sitewide Organization block. The skill pages name the publisher repo, such as agricidaniel/claude-seo, as an Organization author. The /questions answers are the exception. They carry a Person author with a LinkedIn URL, not an on-site profile./about#author (the founder's @id) resolves to a real page. Check that first.audit_url on one page, and confirm ai.noAuthor no longer lists the URL.ai.noDate.ai.noDate also fails ai.noAuthor.dateModified on only 2: /ai-volatility (2026-10-28) and /gllmolfar (2026-10-27). /questions has per-question dateCreated in JSON-LD (Aug 2026), but I did not see a visible date for it in the text I read.ai.noDate.ai.claims. 36 of them are in Technical seo (24) and Workflows published (14), and these are mostly skill pages.extContentLinks is 0 on every page, so there are no outbound links inside the content./ai-volatility the figures are the site's own measurement, and a "How do we measure any of this?" section exists. Link that method from the numbers themselves.ai.claims.ai.stale flags 0 pages in crawl 32. That does not show the content is fresh. With 218 pages undated, the checker cannot judge age for them.
Access is not the problem. (URL audit) robots.txt allows Googlebot, OAI-SearchBot and ClaudeBot on all 10 pages. These fixes are on-page.
Each page was scored by how many of the 4 fix keys it fails. ai.stale is 0 for every page, so the maximum score is 3. 37 pages score 3.
| Topic | Pages | noDate | noAuthor | claims | Score 3 | Score 2 | Score 1 | Score 0 |
|---|---|---|---|---|---|---|---|---|
| Workflows published | 101 | 52 | 52 | 14 | 12 | 40 | 2 | 47 |
| Technical seo | 55 | 44 | 44 | 24 | 22 | 22 | 2 | 9 |
| Ai getlooploop | 53 | 53 | 53 | 0 | 0 | 53 | 0 | 0 |
| Ad affiliate | 33 | 32 | 32 | 0 | 0 | 32 | 0 | 1 |
| Ai news | 30 | 14 | 20 | 3 | 2 | 12 | 7 | 9 |
| Vectorscope ai | 12 | 7 | 8 | 1 | 1 | 6 | 1 | 4 |
| Text robots | 10 | 10 | 10 | 0 | 0 | 10 | 0 | 0 |
| Testing variance | 5 | 5 | 5 | 0 | 0 | 5 | 0 | 0 |
| No topic | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 |
The score columns come from my own set arithmetic over the get_pages lists. They sum to each topic's total.
The topic labels are GLLmolfar's embedding clusters, and they are loose. "Ai news" holds glossary hubs and category pages, not only news. I did not check each cluster.
All 10 fail all three of ai.noDate, ai.noAuthor and ai.claims. Another 27 pages tie at the same score, so this is a spread across topics that I chose, not a ranking.
| Page (topic) | Visible date | JSON-LD date agrees | Author with profile | Source for a number |
|---|---|---|---|---|
/ai-volatility (Ai news) | "Today · Oct 28" reading label, not a publish date | dateModified 2026-10-28 on Dataset, no datePublished. Same day as the label. | Missing. Founder only, in sitewide JSON-LD. | Own measurement, method section present, 0 external links |
/gllmolfar (Technical seo) | None in the text I read | dateModified 2026-10-27, nothing visible to agree with | Missing | Product limits (50,000 / 5,000 URLs) with no source |
/questions (Ai news) | None seen in the text I read | Per-question dateCreated (Aug 2026) | Person in answer JSON-LD, LinkedIn URL, no on-site profile | 12 statistic-like sentences, 0 external links |
/voicescope (Vectorscope ai) | None in the text I read | No dates | Missing | 12 statistic-like sentences, 0 external links |
/skills/agricidaniel/claude-seo/seo | "Last read Oct 26, 2026" (sync date) | No dates | Organization (repo name) only | Install count 9,087, labelled "from the directory"; 0 in-content links |
/skills/coreyhaines31/marketingskills/seo-audit | Same sync date | No dates | Organization only | 238,125 installs, same pattern |
/skills/coreyhaines31/marketingskills/content-strategy | Same sync date | No dates | Organization only | 164,414 installs, same pattern |
/skills/wshobson/agents/rag-implementation | Same sync date | No dates | Organization only | 14,011 installs, same pattern |
/skills/google/skills/bigquery-ai-ml | Same sync date | No dates | Organization only | 7,144 installs, same pattern |
/skills/yuan1z0825/nature-skills/nature-citation | Same sync date | No dates | Organization only | 15,696 installs, same pattern |
The skill pages already show an install count labelled "from the directory", with a skills.sh link in the text and in the schema. The gap is that this is not a source link attached to the number inside the content. I did not read the pages in full, so the dates and sources marked "none in the text I read" could appear lower on the page.
dateModified in JSON-LD from the same value. Use the directory sync date only if it is labelled as that.ai.claims pages first.ai.noDate, ai.noAuthor and ai.claims.ai.claims.datePublished and dateModified to the glossary template.ai.noDate and ai.noAuthor.ai.noAuthor (20) exceeds ai.noDate (14). The news articles and /news have a date but no author./news./ai-volatility, /questions and the three language glossary hubs.ai.noAuthor, ai.noDate and ai.claims./voicescope, /brandscope, /patternscope, /reviewscope, /vectorscope and /methodology. Add a byline to /vectorscope/claude-skill, which already has a date. Source the numbers on /voicescope. Verify with ai.noDate and ai.noAuthor./glossary/robots-txt and /glossary/llms-txt are the pages where a date matters most, because the topic changes over time. Verify with ai.noDate and ai.noAuthor.ai.claims list. I did not audit any score 2 page or any page from the topics with no claims.audit_url returned only the start of each page's text, so whether a visible date or byline appears further down is unconfirmed./about exists or has a Person profile.ai.noDate and ai.noAuthor calls were too large to print. I re-fetched them with only the columns url and topic, and all 218 and 225 rows came back. The set arithmetic for the table is mine.SoftwareApplication.aggregateRating|review) and security-header fixes. I did not report those here.I can write the Jira tasks (one per fix key) or publish this as a shareable page if you want either.
Errores de schema o falta de schema en plantillas clave.
/structured-data*Herramientas de GLLmolfar que llama: count_pagesaudit_urlexplain_fix
Claude Code (Sonnet) sobre un rastreo de getlooploop.com, 300 páginas, 28 de octubre de 2026, texto de la habilidad de 0.8.1 · 97 s · 12 llamadas a herramientas de GLLmolfar · sin editar, en inglés
Source: crawl 32, 2026-10-28 (300 pages, health 89). The page-level findings come from URL audits run on 2026-10-28 at about 14:15 UTC. Fix counts come from count_pages. The proposed JSON-LD is my judgment.
Crawl state: no crawl was running. I did not start one.
/skills/ template.** This one template has 147 of the 156 error pages and 147 of the 161 warning pages.aggregateRating|review missing.Offer.url, Offer.availability, and Organization.url/logo/sameAs.Organization warnings probably come from the inline author, which has only a name.Offer and author properties and decide separately about the rating error (see Section 3).headline match the visible H1 and clean up dateModified.dateModified is 2 ms after datePublished, so it looks auto-generated. The page shows no modified date./gllmolfar.offers, which is an error.publisher is an inline Organization that lacks logo and sameAs. Point it at the #organization node with an @id reference.get_status reports the local app as GLLmolfar 0.8.1. Confirm which version is current before you publish softwareVersion.| Fix key | Pages | Where |
|---|---|---|
structured.invalid | 0 | none |
structured.missing | 0 | none |
structured.errors | 156 | 147 /skills/* pages. The other 9 are /, /gllmolfar, /brandscope, /methodology, /patternscope, /reviewscope, /voicescope, /vectorscope and /vectorscope/claude-skill. |
structured.warnings | 161 | The same 147 /skills/ pages, plus the same 9 non-skill pages, plus /free-tools, /news, /notes and 2 /news/ pages. |
Every page has some JSON-LD. The problem is incomplete properties, not absent markup.
| Template | URL audited | Types found | Errors | Warnings | |
|---|---|---|---|---|---|
| Home | / | Organization, WebSite, SoftwareApplication, WebPage, FAQPage, ItemList | `SoftwareApplication.aggregateRating\ | review` | Offer.url, ListItem.item |
| Product | /gllmolfar | Organization, WebSite, SoftwareApplication | SoftwareApplication.offers, `aggregateRating\ | review` | Organization.logo, Organization.sameAs |
| Skill | /skills/agricidaniel/claude-seo/seo-schema | Organization, WebSite, SoftwareApplication, WebPage | `aggregateRating\ | review` | Organization.url/logo/sameAs, Offer.availability, Offer.url |
| News post | /news/ai-overviews-pass-80-as-the-clicks-stay-thin | Organization, WebSite, NewsArticle, BreadcrumbList, FAQPage | none | NewsArticle.image |
Facts in the snippets come from the audited pages. Anything marked TODO needs a real value from you.
/)The Organization already exists, and its sameAs lists only X and Discord. Add real profiles you own, such as a company LinkedIn page or GitHub org. Don't add a profile that doesn't exist.
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "Organization",
"@id": "https://www.getlooploop.com/#organization",
"name": "GetLoopLoop",
"url": "https://www.getlooploop.com",
"logo": "https://www.getlooploop.com/brand/getlooploop-logo.jpg",
"sameAs": [
"https://x.com/Looploopnow",
"https://discord.gg/Z6cRuhprMa"
/* TODO: add company LinkedIn / GitHub URLs if they exist */
],
"founder": { "@id": "https://www.getlooploop.com/about#author" }
}
]
}In the existing home SoftwareApplication, add "url" to the Offer. Use the page that explains invite-only access, which is a TODO. In the ItemList, give each ListItem an item as well as url:
{ "@type": "ListItem", "position": 1, "name": "Vectorscope",
"item": "https://www.getlooploop.com/vectorscope" }ItemList. Re-check the rest after the change.Offer says price 0 with LimitedAvailability. The visible text says "Invite-only". Make sure the markup says the same./news/*)There are no errors. Change the headline, drop or correct dateModified, and add an image:
{
"@context": "https://schema.org",
"@type": "NewsArticle",
"@id": "https://www.getlooploop.com/news/ai-overviews-pass-80-as-the-clicks-stay-thin#article",
"headline": "AI Overviews pass 80% as the clicks stay thin",
"datePublished": "2026-10-26T18:18:47.010Z",
"dateModified": "2026-10-26T18:18:47.010Z",
"image": ["TODO: https://www.getlooploop.com/<real article image>"],
"author": {
"@type": "Person",
"@id": "https://www.getlooploop.com/about#author",
"name": "Olexandr",
"url": "https://www.linkedin.com/in/olexandr-tsyrkin-07460539"
},
"publisher": { "@id": "https://www.getlooploop.com/#organization" },
"mainEntityOfPage": "https://www.getlooploop.com/news/ai-overviews-pass-80-as-the-clicks-stay-thin"
}datePublished matches the visible "26 October 2026". Only set dateModified to a later time if the page shows a real update.wordCount of 2847 differs from the crawler's count of 3161 words. I left it out. Add it back only if it is computed from the rendered text./gllmolfar)Use SoftwareApplication. Product doesn't apply to a desktop app.
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"@id": "https://www.getlooploop.com/gllmolfar#software",
"name": "GLLmolfar",
"url": "https://www.getlooploop.com/gllmolfar",
"applicationCategory": "SEO software",
"operatingSystem": "Windows 10 or later, macOS on Apple silicon",
"softwareVersion": "TODO: confirm (page says 0.7.35, local app is 0.8.1)",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD",
"url": "https://www.getlooploop.com/gllmolfar",
"availability": "https://schema.org/InStock"
},
"publisher": { "@id": "https://www.getlooploop.com/#organization" }
}price: 0 agrees with that. If paid levels get their own offers, add them.dateModified: the existing markup says 2026-10-27. I found no visible date to match it, so drop it unless the page shows one./skills/*)Keep the existing SoftwareApplication, WebPage and BreadcrumbList. Change the author and the Offer:
"author": { "@type": "Organization", "name": "agricidaniel/claude-seo",
"url": "TODO: the publisher's real URL shown on the page" },
"offers": { "@type": "Offer", "price": "0", "priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://www.getlooploop.com/skills/agricidaniel/claude-seo/seo-schema" }seo-schema and the 7,079 installs agree with the visible page.Google changes the rich result types. Check the current Google documentation before you depend on one. The seo-schema skill page on your own site, a data point from the crawl, says Google retired several types in 2025. FAQPage is one that its text flags as having no Google SERP rich result benefit.
audit_url on each representative page after the change. The page is clean when its structured.errors and structured.warnings keys no longer list it./methodology, /brandscope, /patternscope, /reviewscope, /voicescope, /vectorscope, /free-tools, /news and /notes. They may differ from my samples.The full URL lists are in get_fix_urls for structured.errors (156) and structured.warnings (161). The /skills/* group has about 60 publisher folders. The largest are claude-seo (25 pages), affaan-m/ecc (11), google/skills (10), marketingskills (9), aaron-he-zhu/seo-geo-claude-skills (8) and wshobson/agents (8).
Briefing para redactores o un modelo, para crear más páginas como la mejor.
/reverse-prompts*Herramientas de GLLmolfar que llama: reverse_prompts_readreverse_prompts_buildreverse_prompts_get
Rellenas: url, page_type
Claude Code (Sonnet) sobre un rastreo de getlooploop.com, 300 páginas, 28 de octubre de 2026, texto de la habilidad de 0.8.1 · 114 s · 4 llamadas a herramientas de GLLmolfar · sin editar, en inglés
Source: reverse prompting of https://www.getlooploop.com/gllmolfar, run mvs7769j56e7de7a, 2026-10-28. Build status: built, 13 blocks from 15 candidates. This is my reading of the page (judgment), not crawl or audit data.
get_status showed no crawl running (crawl 32 loaded, idle). I did not start one.
Each prompt starts "Write a … block for {product}, aimed at {audience}. Write in English." Below are the job and the structure, with word counts as the build gives them.
| # | Block | Type | Job | Structure (words) |
|---|---|---|---|---|
| 1 | Hero | hero | Say what the tool does and offer a download for both systems, with the limits stated. | Headline 8–12 (three short imperatives, no product name); intro 30–40; two download buttons 5–9 and 8–11; terms notice 6–10; limits note 28–40 |
| 2 | Preview disclosure | other | Set the expectation that this is a preview. | Headline 5–8; statement 18–26; 4 caveats of 8–24; reassurance 6–10; changelog link 4–7 |
| 3 | Unsigned build guide | other | Get the visitor past the security warning. | Headline 7–11; explanation 30–40; 3 options (h3 3–5, p 15–35); command hints 8–12 |
| 4 | Audience strip | other | Name the roles in one line. | Lead-in 3–5; 4 role chips of 1–3 |
| 5 | View gallery | features | One scan opens into many views, with the AI-access view highlighted. | Headline 5–9; intro 22–28; 4 groups (label 2–4, 5 view names); question 8–11; answer 34–42 |
| 6 | Scan walkthrough | how_it_works | Make each crawler step and the entry modes visible. | Headline 6–9; intro 24–30; 4 steps (h3 3–6, p 20–45); modes headline 5–7; 4 modes (h4 2–3, p 14–26) |
| 7 | Signal catalogue | features | List the signal families and the crawler's conduct rules. | Headline 4–7; intro 22–26; 4 families (h3 2–4, p 18–25); conduct note 80–95 |
| 8 | Capability catalogue | features | Map the whole workspace from findings to decisions to automation. | Headline 5–9; intro 22–28; 15 cards (h3 1–5, p 25–110) |
| 9 | Local analysis explainer | other | Show that meaning analysis runs locally and how to read it. | Headline 5–8; method 28–34; depth modes 75–90; 3 similarity cues; disclaimer 10–14 |
| 10 | Data boundary | other | Make clear what stays local and what is sent. | Headline 5–8; local storage 30–40; no cloud AI 18–24; telemetry 40–50; 5 data-flow rows |
| 11 | Questions | faq | Answer scope, method, limits and updates. | Headline 3–5; intro 6–10; 10 Q&As (question 4–11, answer 35–135) |
| 12 | Honest comparison | comparison | Compare with two unnamed rivals and concede where they do more. | Headline 3–5; intro 18–22; legend 5–7; 20 rows (name 2–9, cells 20–60); source note 25–30; footnotes 20–25 |
| 13 | Final download | cta | Repeat the download offer and the consent and link-validity notes. | Headline 5–7; offer 15–19; two buttons; terms notice 6–10; link note 6–9 |
Techniques that recur across blocks
To verify the changes, rebuild with the corrected example lines and check that reverse_prompts_build returns no warnings.
«¿Por qué los citan a ellos y no a nosotros?»
/competitor-passages*Herramientas de GLLmolfar que llama: list_crawlsopen_crawlsemantic_searchstart_crawlwait_for_crawlaudit_url
Rellenas: competitor, questions
* Cómo se ven los comandos de barra, y si aparecen, depende del agente que conectes, no de GLLmolfar. Copiar el texto funciona en cualquier agente.
** Aún sin ejemplo: esta habilidad necesita el repositorio del sitio, el sitio de un competidor o una herramienta de Search Console en el agente.
Ideas adaptadas de habilidades abiertas de SEO, GEO y AEO (MIT y Apache-2.0); todos los textos están escritos para GLLmolfar en inglés técnico simplificado.
Elige tu tarea. Cada página muestra qué hace GLLmolfar por ella, con pantallas reales.
Rastrear, comprobar, corregir: cientos de comprobaciones con el porqué, un historial honesto, Search Console, programación y exportación a CSV, Excel, JSON y XML.
Ver cómo BÚSQUEDA CON IA · GEOQué pueden llevarse los rastreadores de IA, cómo se leen las páginas por fragmentos, temas por significado y las páginas que compiten entre sí.
Ver cómo AGENTES DE IA · MCPUn servidor MCP local y veinte skills: tu agente rastrea, lee los hallazgos y planifica el trabajo, con protección contra conclusiones falsas.
Ver cómoDeja tu email, acepta los términos de la preview y descarga la versión para Windows o Mac al momento.
Al descargar aceptas los términos de la preview de GLLmolfar.
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