--- title: Corrections Log description: url: https://moxseo.com/corrections date_modified: 2026-07-28 author: Admin language: en_US --- .mxd{--o:#F58427;--tx:#EDEDF0;--mu:#9a9a9a;--dim:#7d7d7d;--ln:#242424;--pn:#121216;font-family:'Neue Haas Grotesk Display Pro',sans-serif;max-width:1320px;margin:0 auto}.mxd *{box-sizing:border-box}.mxd .eb{display:inline-flex;align-items:center;gap:9px;font-family:'Unbounded',sans-serif;font-size:11.5px;letter-spacing:.19em;text-transform:uppercase;color:var(--o)!important;margin:0 0 16px}.mxd .eb:before{content:'';width:24px;height:2px;background:var(--o)}.mxd h1{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(30px,3.6vw,50px);line-height:1.11;letter-spacing:-1.4px;color:#fff!important;margin:0 0 22px;max-width:20ch}.mxd h2{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(22px,2.4vw,32px);line-height:1.18;letter-spacing:-.8px;color:#fff!important;margin:0 0 18px;max-width:24ch}.mxd 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.rw:first-of-type{padding-top:13px;border-top:1px solid #1a1a1e}}Corrections # Every error we have found in our own research We publish original data, which means we will sometimes get it wrong. When that happens the fix goes here: what broke, how we caught it, and what changed as a result. **3**Logged to date**2**Runs discarded**1**Scoring errorReached a published figure .mxd{--o:#F58427;--tx:#EDEDF0;--mu:#9a9a9a;--dim:#7d7d7d;--ln:#242424;--pn:#121216;font-family:'Neue Haas Grotesk Display Pro',sans-serif;max-width:1320px;margin:0 auto}.mxd *{box-sizing:border-box}.mxd .eb{display:inline-flex;align-items:center;gap:9px;font-family:'Unbounded',sans-serif;font-size:11.5px;letter-spacing:.19em;text-transform:uppercase;color:var(--o)!important;margin:0 0 16px}.mxd .eb:before{content:'';width:24px;height:2px;background:var(--o)}.mxd h1{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(30px,3.6vw,50px);line-height:1.11;letter-spacing:-1.4px;color:#fff!important;margin:0 0 22px;max-width:20ch}.mxd h2{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(22px,2.4vw,32px);line-height:1.18;letter-spacing:-.8px;color:#fff!important;margin:0 0 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li:before{content:'';position:absolute;left:0;top:9px;width:6px;height:6px;border-radius:50%;background:var(--o)}.mxd li b{color:#fff!important;font-weight:600}.mxd table{width:100%;border-collapse:collapse;font-size:14.5px}.mxd th{text-align:left;padding:13px 15px;border-bottom:2px solid #2c2c2c;color:var(--o)!important;font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10.5px;letter-spacing:1.2px;text-transform:uppercase}.mxd td{padding:13px 15px;border-bottom:1px solid #1d1d1d;color:var(--mu)!important}.mxd td b{color:#fff!important}.mxd td.n{font-family:'JetBrains Mono',ui-monospace,monospace;color:var(--o)!important;text-align:right;white-space:nowrap}.mxd tr.tot td{border-bottom:none;padding-top:16px}.mxd tr.tot td b{color:var(--o)!important}.mxd .stat{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:18px;margin:34px 0 0}.mxd .st{background:#0d0d11;border:1px solid var(--ln);border-radius:13px;padding:20px 18px}.mxd .st b{display:block;font-family:'Unbounded',sans-serif;font-size:29px;font-weight:600;color:var(--o)!important;line-height:1;margin:0 0 7px}.mxd .st span{font-size:11px;color:var(--dim)!important;letter-spacing:.06em;text-transform:uppercase;line-height:1.45;display:block}.mxd .note{font-size:13.5px;color:var(--dim)!important;border-left:3px solid #2c2c2c;padding-left:16px;line-height:1.74;margin:0;max-width:74ch}.mxd .note b{color:#fff!important}.mxd code{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:13px;color:var(--o)!important;background:rgba(245,132,39,.09);padding:2px 7px;border-radius:5px}.mxd .cta{display:inline-block;background:var(--o);color:#0A0A0A!important;font-family:'Unbounded',sans-serif;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px}.mxd .cta2{display:inline-block;border:1px solid #3a3a3a;color:#fff!important;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px;margin-left:10px}.mxd .cta2:hover{border-color:var(--o);color:var(--o)!important}.mxd .ctr{text-align:center;max-width:none}.mxd .ctr h2,.mxd .ctr p{margin-left:auto;margin-right:auto}.mxd .ctr .eb{justify-content:center}@media(max-width:1000px){.mxd .grid2,.mxd .grid3{grid-template-columns:1fr}.mxd .stat{grid-template-columns:repeat(2,minmax(0,1fr))}}@media(max-width:560px){.mxd .stat{grid-template-columns:1fr}}.mxd .log{display:flex;flex-direction:column;gap:22px}.mxd .en{background:linear-gradient(162deg,#151519,#0d0d11 74%);border:1px solid var(--ln);border-radius:18px;padding:0;overflow:hidden}.mxd .en .top{display:flex;flex-wrap:wrap;gap:11px;align-items:center;padding:20px 26px;border-bottom:1px solid #1d1d21;background:#101014}.mxd .dt{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:12px;color:var(--o)!important;background:rgba(245,132,39,.11);border:1px solid rgba(245,132,39,.3);border-radius:999px;padding:5px 13px}.mxd .sv{font-size:10px;letter-spacing:.12em;text-transform:uppercase;color:#8f8f8f!important;border:1px solid #2c2c2c;border-radius:999px;padding:5px 12px}.mxd .sv.hi{color:#ff9d5c!important;border-color:rgba(255,157,92,.42);background:rgba(255,157,92,.07)}.mxd .en .body{padding:26px}.mxd .en h2.eh{font-family:'Unbounded',sans-serif;font-weight:600;font-size:19px;color:#fff!important;margin:0 0 20px;line-height:1.32;letter-spacing:-.3px;max-width:none}.mxd .rw{display:grid;grid-template-columns:132px 1fr;gap:16px;padding:13px 0;border-top:1px solid #1a1a1e;align-items:start}.mxd .rw:first-of-type{border-top:0;padding-top:0}.mxd .rk{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10px;letter-spacing:1.1px;text-transform:uppercase;color:var(--dim)!important;padding-top:4px}.mxd .rv{color:#a8a8a8!important;font-size:15px;line-height:1.7}.mxd .rv b{color:#fff!important}@media(max-width:640px){.mxd .rw{grid-template-columns:1fr;gap:5px}.mxd .rw:first-of-type{padding-top:13px;border-top:1px solid #1a1a1e}}The log ## What went wrong, and what changed Two runs were discarded before release and one scoring error was caught mid-analysis. We log them anyway, because a methodology page without a corrections log is marketing — and because the failure modes below are ones anyone running similar scans will hit. 2026-07-26Discarded ## High request concurrency silently corrupted a full scan ContextThe first run of the AI Crawler Blocking Study fetched robots.txt at 175 parallel requests.What went wrongAt that concurrency google.com returned as unreachable. It fetches normally at 25 to 40. The failures were ours, not the sites’ — and they were silent. Nothing errored; rows simply came back empty.How we caught itA reviewer questioned why a domain as robust as google.com would be unreachable. That single implausible row exposed the whole run.What changedThe entire first pass was discarded and rerun at 25 to 40 concurrent requests. Concurrency is now capped and stated in the [methodology](https://moxseo.com/methodology/). No figure from the corrupted run was published.2026-07-26Corrected ## Raw scores were reported as percentages ContextThe Answer Extractability Study scores pages against nine weighted checks.What went wrongThose checks total **110 raw points, not 100**. The first analysis pass treated the raw total as a percentage, inflating every score by roughly ten percent.How we caught itCaught mid-analysis when a page scored above 100.What changedAll scores are normalised to 100 before publication, and the raw per-check values ship in the dataset so anyone can verify the normalisation. The error never reached a live page.2026-07-26Discarded ## The sample was not a list of websites ContextBoth Tranco-based studies draw from the Tranco top-1M list.What went wrongTranco’s highest ranks are dominated by DNS roots, CDN endpoints and asset hosts. These serve no website and therefore no robots.txt. An unfiltered scan would have produced the headline that **most top sites have no robots.txt** — which is untrue.How we caught itNoticed when the unreachable rate looked implausibly high among the highest-ranked domains.What changedInfrastructure, CDN and DNS domains are now excluded by pattern before any scan begins. The exclusion is documented and reflected in every published count. .mxd{--o:#F58427;--tx:#EDEDF0;--mu:#9a9a9a;--dim:#7d7d7d;--ln:#242424;--pn:#121216;font-family:'Neue Haas Grotesk Display Pro',sans-serif;max-width:1320px;margin:0 auto}.mxd *{box-sizing:border-box}.mxd .eb{display:inline-flex;align-items:center;gap:9px;font-family:'Unbounded',sans-serif;font-size:11.5px;letter-spacing:.19em;text-transform:uppercase;color:var(--o)!important;margin:0 0 16px}.mxd .eb:before{content:'';width:24px;height:2px;background:var(--o)}.mxd h1{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(30px,3.6vw,50px);line-height:1.11;letter-spacing:-1.4px;color:#fff!important;margin:0 0 22px;max-width:20ch}.mxd h2{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(22px,2.4vw,32px);line-height:1.18;letter-spacing:-.8px;color:#fff!important;margin:0 0 18px;max-width:24ch}.mxd h3{font-family:'Unbounded',sans-serif;font-weight:600;font-size:16.5px;color:#fff!important;margin:0 0 10px;line-height:1.34}.mxd p{color:var(--mu)!important;font-size:16px;line-height:1.78;margin:0 0 17px;max-width:70ch}.mxd .lead{font-size:19px;color:#d4d4d4!important;line-height:1.68;max-width:64ch}.mxd a.inl{color:var(--o)!important;text-decoration:none;border-bottom:1px solid rgba(245,132,39,.4)}.mxd .grid2{display:grid;grid-template-columns:1fr 1fr;gap:26px;align-items:start}.mxd .grid3{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:20px}.mxd .card{background:linear-gradient(162deg,#151519,#0d0d11 74%);border:1px solid var(--ln);border-radius:16px;padding:28px 26px}.mxd .card p{font-size:15px;margin:0}.mxd .card p+p{margin-top:12px}.mxd ul{list-style:none;padding:0;margin:0}.mxd li{position:relative;padding-left:22px;margin:0 0 12px;color:var(--mu)!important;font-size:15.5px;line-height:1.68}.mxd li:last-child{margin-bottom:0}.mxd li:before{content:'';position:absolute;left:0;top:9px;width:6px;height:6px;border-radius:50%;background:var(--o)}.mxd li b{color:#fff!important;font-weight:600}.mxd table{width:100%;border-collapse:collapse;font-size:14.5px}.mxd th{text-align:left;padding:13px 15px;border-bottom:2px solid #2c2c2c;color:var(--o)!important;font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10.5px;letter-spacing:1.2px;text-transform:uppercase}.mxd td{padding:13px 15px;border-bottom:1px solid #1d1d1d;color:var(--mu)!important}.mxd td b{color:#fff!important}.mxd td.n{font-family:'JetBrains Mono',ui-monospace,monospace;color:var(--o)!important;text-align:right;white-space:nowrap}.mxd tr.tot td{border-bottom:none;padding-top:16px}.mxd tr.tot td b{color:var(--o)!important}.mxd .stat{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:18px;margin:34px 0 0}.mxd .st{background:#0d0d11;border:1px solid var(--ln);border-radius:13px;padding:20px 18px}.mxd .st b{display:block;font-family:'Unbounded',sans-serif;font-size:29px;font-weight:600;color:var(--o)!important;line-height:1;margin:0 0 7px}.mxd .st span{font-size:11px;color:var(--dim)!important;letter-spacing:.06em;text-transform:uppercase;line-height:1.45;display:block}.mxd .note{font-size:13.5px;color:var(--dim)!important;border-left:3px solid #2c2c2c;padding-left:16px;line-height:1.74;margin:0;max-width:74ch}.mxd .note b{color:#fff!important}.mxd code{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:13px;color:var(--o)!important;background:rgba(245,132,39,.09);padding:2px 7px;border-radius:5px}.mxd .cta{display:inline-block;background:var(--o);color:#0A0A0A!important;font-family:'Unbounded',sans-serif;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px}.mxd .cta2{display:inline-block;border:1px solid #3a3a3a;color:#fff!important;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px;margin-left:10px}.mxd .cta2:hover{border-color:var(--o);color:var(--o)!important}.mxd .ctr{text-align:center;max-width:none}.mxd .ctr h2,.mxd .ctr p{margin-left:auto;margin-right:auto}.mxd .ctr .eb{justify-content:center}@media(max-width:1000px){.mxd .grid2,.mxd .grid3{grid-template-columns:1fr}.mxd .stat{grid-template-columns:repeat(2,minmax(0,1fr))}}@media(max-width:560px){.mxd .stat{grid-template-columns:1fr}}.mxd .log{display:flex;flex-direction:column;gap:22px}.mxd .en{background:linear-gradient(162deg,#151519,#0d0d11 74%);border:1px solid var(--ln);border-radius:18px;padding:0;overflow:hidden}.mxd .en .top{display:flex;flex-wrap:wrap;gap:11px;align-items:center;padding:20px 26px;border-bottom:1px solid #1d1d21;background:#101014}.mxd .dt{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:12px;color:var(--o)!important;background:rgba(245,132,39,.11);border:1px solid rgba(245,132,39,.3);border-radius:999px;padding:5px 13px}.mxd .sv{font-size:10px;letter-spacing:.12em;text-transform:uppercase;color:#8f8f8f!important;border:1px solid #2c2c2c;border-radius:999px;padding:5px 12px}.mxd .sv.hi{color:#ff9d5c!important;border-color:rgba(255,157,92,.42);background:rgba(255,157,92,.07)}.mxd .en .body{padding:26px}.mxd .en h2.eh{font-family:'Unbounded',sans-serif;font-weight:600;font-size:19px;color:#fff!important;margin:0 0 20px;line-height:1.32;letter-spacing:-.3px;max-width:none}.mxd .rw{display:grid;grid-template-columns:132px 1fr;gap:16px;padding:13px 0;border-top:1px solid #1a1a1e;align-items:start}.mxd .rw:first-of-type{border-top:0;padding-top:0}.mxd .rk{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10px;letter-spacing:1.1px;text-transform:uppercase;color:var(--dim)!important;padding-top:4px}.mxd .rv{color:#a8a8a8!important;font-size:15px;line-height:1.7}.mxd .rv b{color:#fff!important}@media(max-width:640px){.mxd .rw{grid-template-columns:1fr;gap:5px}.mxd .rw:first-of-type{padding-top:13px;border-top:1px solid #1a1a1e}}Scope ## What counts as a correction ### Logged here - Anything that would have changed a published number, or did - Discarded analysis runs - Scoring and normalisation errors - Sampling problems - Figures we later found we could not evidence ### Not logged here - Typos and wording changes - Design and layout revisions - Adding context to an existing finding If it does not change what a number says, it is an edit, not a correction. .mxd{--o:#F58427;--tx:#EDEDF0;--mu:#9a9a9a;--dim:#7d7d7d;--ln:#242424;--pn:#121216;font-family:'Neue Haas Grotesk Display Pro',sans-serif;max-width:1320px;margin:0 auto}.mxd *{box-sizing:border-box}.mxd .eb{display:inline-flex;align-items:center;gap:9px;font-family:'Unbounded',sans-serif;font-size:11.5px;letter-spacing:.19em;text-transform:uppercase;color:var(--o)!important;margin:0 0 16px}.mxd .eb:before{content:'';width:24px;height:2px;background:var(--o)}.mxd h1{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(30px,3.6vw,50px);line-height:1.11;letter-spacing:-1.4px;color:#fff!important;margin:0 0 22px;max-width:20ch}.mxd h2{font-family:'Unbounded',sans-serif;font-weight:600;font-size:clamp(22px,2.4vw,32px);line-height:1.18;letter-spacing:-.8px;color:#fff!important;margin:0 0 18px;max-width:24ch}.mxd h3{font-family:'Unbounded',sans-serif;font-weight:600;font-size:16.5px;color:#fff!important;margin:0 0 10px;line-height:1.34}.mxd p{color:var(--mu)!important;font-size:16px;line-height:1.78;margin:0 0 17px;max-width:70ch}.mxd .lead{font-size:19px;color:#d4d4d4!important;line-height:1.68;max-width:64ch}.mxd a.inl{color:var(--o)!important;text-decoration:none;border-bottom:1px solid rgba(245,132,39,.4)}.mxd .grid2{display:grid;grid-template-columns:1fr 1fr;gap:26px;align-items:start}.mxd .grid3{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:20px}.mxd .card{background:linear-gradient(162deg,#151519,#0d0d11 74%);border:1px solid var(--ln);border-radius:16px;padding:28px 26px}.mxd .card p{font-size:15px;margin:0}.mxd .card p+p{margin-top:12px}.mxd ul{list-style:none;padding:0;margin:0}.mxd li{position:relative;padding-left:22px;margin:0 0 12px;color:var(--mu)!important;font-size:15.5px;line-height:1.68}.mxd li:last-child{margin-bottom:0}.mxd li:before{content:'';position:absolute;left:0;top:9px;width:6px;height:6px;border-radius:50%;background:var(--o)}.mxd li b{color:#fff!important;font-weight:600}.mxd table{width:100%;border-collapse:collapse;font-size:14.5px}.mxd th{text-align:left;padding:13px 15px;border-bottom:2px solid #2c2c2c;color:var(--o)!important;font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10.5px;letter-spacing:1.2px;text-transform:uppercase}.mxd td{padding:13px 15px;border-bottom:1px solid #1d1d1d;color:var(--mu)!important}.mxd td b{color:#fff!important}.mxd td.n{font-family:'JetBrains Mono',ui-monospace,monospace;color:var(--o)!important;text-align:right;white-space:nowrap}.mxd tr.tot td{border-bottom:none;padding-top:16px}.mxd tr.tot td b{color:var(--o)!important}.mxd .stat{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:18px;margin:34px 0 0}.mxd .st{background:#0d0d11;border:1px solid var(--ln);border-radius:13px;padding:20px 18px}.mxd .st b{display:block;font-family:'Unbounded',sans-serif;font-size:29px;font-weight:600;color:var(--o)!important;line-height:1;margin:0 0 7px}.mxd .st span{font-size:11px;color:var(--dim)!important;letter-spacing:.06em;text-transform:uppercase;line-height:1.45;display:block}.mxd .note{font-size:13.5px;color:var(--dim)!important;border-left:3px solid #2c2c2c;padding-left:16px;line-height:1.74;margin:0;max-width:74ch}.mxd .note b{color:#fff!important}.mxd code{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:13px;color:var(--o)!important;background:rgba(245,132,39,.09);padding:2px 7px;border-radius:5px}.mxd .cta{display:inline-block;background:var(--o);color:#0A0A0A!important;font-family:'Unbounded',sans-serif;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px}.mxd .cta2{display:inline-block;border:1px solid #3a3a3a;color:#fff!important;font-weight:600;font-size:14px;text-decoration:none;padding:15px 32px;border-radius:999px;margin-left:10px}.mxd .cta2:hover{border-color:var(--o);color:var(--o)!important}.mxd .ctr{text-align:center;max-width:none}.mxd .ctr h2,.mxd .ctr p{margin-left:auto;margin-right:auto}.mxd .ctr .eb{justify-content:center}@media(max-width:1000px){.mxd .grid2,.mxd .grid3{grid-template-columns:1fr}.mxd .stat{grid-template-columns:repeat(2,minmax(0,1fr))}}@media(max-width:560px){.mxd .stat{grid-template-columns:1fr}}.mxd .log{display:flex;flex-direction:column;gap:22px}.mxd .en{background:linear-gradient(162deg,#151519,#0d0d11 74%);border:1px solid var(--ln);border-radius:18px;padding:0;overflow:hidden}.mxd .en .top{display:flex;flex-wrap:wrap;gap:11px;align-items:center;padding:20px 26px;border-bottom:1px solid #1d1d21;background:#101014}.mxd .dt{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:12px;color:var(--o)!important;background:rgba(245,132,39,.11);border:1px solid rgba(245,132,39,.3);border-radius:999px;padding:5px 13px}.mxd .sv{font-size:10px;letter-spacing:.12em;text-transform:uppercase;color:#8f8f8f!important;border:1px solid #2c2c2c;border-radius:999px;padding:5px 12px}.mxd .sv.hi{color:#ff9d5c!important;border-color:rgba(255,157,92,.42);background:rgba(255,157,92,.07)}.mxd .en .body{padding:26px}.mxd .en h2.eh{font-family:'Unbounded',sans-serif;font-weight:600;font-size:19px;color:#fff!important;margin:0 0 20px;line-height:1.32;letter-spacing:-.3px;max-width:none}.mxd .rw{display:grid;grid-template-columns:132px 1fr;gap:16px;padding:13px 0;border-top:1px solid #1a1a1e;align-items:start}.mxd .rw:first-of-type{border-top:0;padding-top:0}.mxd .rk{font-family:'JetBrains Mono',ui-monospace,monospace;font-size:10px;letter-spacing:1.1px;text-transform:uppercase;color:var(--dim)!important;padding-top:4px}.mxd .rv{color:#a8a8a8!important;font-size:15px;line-height:1.7}.mxd .rv b{color:#fff!important}@media(max-width:640px){.mxd .rw{grid-template-columns:1fr;gap:5px}.mxd .rw:first-of-type{padding-top:13px;border-top:1px solid #1a1a1e}}Found something? ## If a figure does not reconcile, tell us Every study ships with per-row, per-check data precisely so this is possible. If a number in one of our studies does not match the dataset, we will check it and log the outcome here with the same detail as our own errors. [Email biz@moxseo.com](mailto:biz@moxseo.com)[Read the methodology](https://moxseo.com/methodology/)